07/08 17:28:34 - INFO - ###############################################################################################################################################################################################################
07/08 17:28:34 - INFO - Optimal Flow - autoCV - Auto PreProcessing :: 2020.08.07.17.28.34
07/08 17:28:34 - INFO - ###############################################################################################################################################################################################################
07/08 17:28:34 - INFO - Copyright All Reserved by Tony Dong | e-mail: tonyleidong@gmail.com 
07/08 17:28:34 - INFO - Official Documentation: https://Optimal-Flow.readthedocs.io
07/08 17:28:34 - INFO - ------------------------------------------------------------
07/08 17:28:34 - INFO - All previous logfiles will be deleted, when DELETE_FLAG is set to True.
07/08 17:28:34 - INFO - Deleted file:autoPP_log_2020.08.07.16.05.31.log
07/08 17:28:34 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 0 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 44
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 44
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 1 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 43
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 43
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 2 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 42
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 42
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 3 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 4 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 42
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 42
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 5 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 7 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 39
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 39
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 8 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 43
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 43
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 9 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 42
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 42
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 10 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 11 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 40
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 40
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 12 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 41
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 13 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 40
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 40
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 14 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 39
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 39
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:42:50 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:50 - INFO - Current Running Dataset No. 15 :
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is None
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 38
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:42:50 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:50 - INFO - >>> Scaler stragety is standard
07/08 18:42:50 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:50 - INFO - >>> Total columns with label column is: 38
07/08 18:42:50 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 17 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 37
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 37
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 25 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 36
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 36
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 29 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 34
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 34
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 32 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 44
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 44
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 33 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 43
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 43
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 34 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 42
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 42
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 35 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 36 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 42
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 42
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 37 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 39 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 39
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 39
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 40 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 43
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 43
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 41 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 42
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 42
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 42 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 43 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 40
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 40
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 44 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 41
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 45 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 40
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 40
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 46 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 39
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 39
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 47 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 38
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 38
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:42:51 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:51 - INFO - Current Running Dataset No. 49 :
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is None
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 37
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:42:51 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:51 - INFO - >>> Scaler stragety is standard
07/08 18:42:51 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:51 - INFO - >>> Total columns with label column is: 37
07/08 18:42:51 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:42:52 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:52 - INFO - Current Running Dataset No. 57 :
07/08 18:42:52 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:52 - INFO - >>> Scaler stragety is None
07/08 18:42:52 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:52 - INFO - >>> Total columns with label column is: 36
07/08 18:42:52 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:42:52 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:52 - INFO - >>> Scaler stragety is standard
07/08 18:42:52 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:52 - INFO - >>> Total columns with label column is: 36
07/08 18:42:52 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:42:52 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:52 - INFO - Current Running Dataset No. 61 :
07/08 18:42:52 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:52 - INFO - >>> Scaler stragety is None
07/08 18:42:52 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:52 - INFO - >>> Total columns with label column is: 34
07/08 18:42:52 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:42:52 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:52 - INFO - >>> Scaler stragety is standard
07/08 18:42:52 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:52 - INFO - >>> Total columns with label column is: 34
07/08 18:42:52 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:42:53 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:53 - INFO - Current Running Dataset No. 128 :
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is None
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 43
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is standard
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 43
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:42:53 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:53 - INFO - Current Running Dataset No. 129 :
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is None
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 42
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is standard
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 42
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:42:53 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:53 - INFO - Current Running Dataset No. 130 :
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is None
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 41
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is standard
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 41
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:42:53 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:53 - INFO - Current Running Dataset No. 131 :
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is None
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 40
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is standard
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 40
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:42:53 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:53 - INFO - Current Running Dataset No. 132 :
07/08 18:42:53 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:53 - INFO - >>> Scaler stragety is None
07/08 18:42:53 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:53 - INFO - >>> Total columns with label column is: 41
07/08 18:42:53 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 133 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 134 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 135 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 38
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 38
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 136 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 42
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 42
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 137 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 138 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 139 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 140 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 141 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 142 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 38
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 38
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 143 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 37
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 37
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 145 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 36
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 36
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 149 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 34
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 34
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 152 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 36
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 36
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 153 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 35
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 35
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 155 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 33
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 33
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 156 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 34
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 34
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 157 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 33
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 33
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 160 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 43
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 43
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 161 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 42
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 42
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 162 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 163 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 164 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 41
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 165 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is standard
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 40
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:42:54 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:54 - INFO - Current Running Dataset No. 166 :
07/08 18:42:54 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:54 - INFO - >>> Scaler stragety is None
07/08 18:42:54 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:54 - INFO - >>> Total columns with label column is: 39
07/08 18:42:54 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 39
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 167 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 38
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 38
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 168 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 42
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 42
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 169 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 41
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 41
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 170 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 40
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 40
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 171 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 39
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 39
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 172 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 40
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 40
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 173 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 39
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 39
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 174 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 38
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 38
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 175 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 37
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 37
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 177 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 36
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 36
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 181 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 34
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 34
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 184 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 36
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 36
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 185 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 35
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 35
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 187 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 33
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 33
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 188 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 34
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 34
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 189 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 33
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 33
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:42:55 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:55 - INFO - Current Running Dataset No. 201 :
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is None
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 36
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:42:55 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:55 - INFO - >>> Scaler stragety is standard
07/08 18:42:55 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:55 - INFO - >>> Total columns with label column is: 36
07/08 18:42:55 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:42:56 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:56 - INFO - Current Running Dataset No. 205 :
07/08 18:42:56 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:56 - INFO - >>> Scaler stragety is None
07/08 18:42:56 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:56 - INFO - >>> Total columns with label column is: 34
07/08 18:42:56 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:42:56 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:56 - INFO - >>> Scaler stragety is standard
07/08 18:42:56 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:56 - INFO - >>> Total columns with label column is: 34
07/08 18:42:56 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:42:56 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:56 - INFO - Current Running Dataset No. 233 :
07/08 18:42:56 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:56 - INFO - >>> Scaler stragety is None
07/08 18:42:56 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:56 - INFO - >>> Total columns with label column is: 36
07/08 18:42:56 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:42:56 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:56 - INFO - >>> Scaler stragety is standard
07/08 18:42:56 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:56 - INFO - >>> Total columns with label column is: 36
07/08 18:42:56 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:42:56 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:42:56 - INFO - Current Running Dataset No. 237 :
07/08 18:42:56 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:56 - INFO - >>> Scaler stragety is None
07/08 18:42:56 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:56 - INFO - >>> Total columns with label column is: 34
07/08 18:42:56 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:42:56 - INFO - >>> winsorized_Strategy is 0
07/08 18:42:56 - INFO - >>> Scaler stragety is standard
07/08 18:42:56 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:42:56 - INFO - >>> Total columns with label column is: 34
07/08 18:42:56 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:00 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:00 - INFO - Current Running Dataset No. 393 :
07/08 18:43:00 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:00 - INFO - >>> Scaler stragety is None
07/08 18:43:00 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:00 - INFO - >>> Total columns with label column is: 36
07/08 18:43:00 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:00 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:00 - INFO - >>> Scaler stragety is standard
07/08 18:43:00 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:00 - INFO - >>> Total columns with label column is: 36
07/08 18:43:00 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:00 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:00 - INFO - Current Running Dataset No. 397 :
07/08 18:43:00 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:00 - INFO - >>> Scaler stragety is None
07/08 18:43:00 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:00 - INFO - >>> Total columns with label column is: 34
07/08 18:43:00 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:00 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:00 - INFO - >>> Scaler stragety is standard
07/08 18:43:00 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:00 - INFO - >>> Total columns with label column is: 34
07/08 18:43:00 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:01 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:01 - INFO - Current Running Dataset No. 425 :
07/08 18:43:01 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:01 - INFO - >>> Scaler stragety is None
07/08 18:43:01 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:01 - INFO - >>> Total columns with label column is: 36
07/08 18:43:01 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:01 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:01 - INFO - >>> Scaler stragety is standard
07/08 18:43:01 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:01 - INFO - >>> Total columns with label column is: 36
07/08 18:43:01 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:01 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:01 - INFO - Current Running Dataset No. 429 :
07/08 18:43:01 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:01 - INFO - >>> Scaler stragety is None
07/08 18:43:01 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:01 - INFO - >>> Total columns with label column is: 34
07/08 18:43:01 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:01 - INFO - >>> winsorized_Strategy is 0
07/08 18:43:01 - INFO - >>> Scaler stragety is standard
07/08 18:43:01 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:01 - INFO - >>> Total columns with label column is: 34
07/08 18:43:01 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 0 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 44
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 44
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 1 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 43
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 43
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 2 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 42
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 42
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 3 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 4 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 42
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 42
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 5 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 7 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 39
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 39
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 8 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 43
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 43
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 9 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 42
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 42
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 10 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 11 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 40
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 40
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 12 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is standard
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 41
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:43:03 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:03 - INFO - Current Running Dataset No. 13 :
07/08 18:43:03 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:03 - INFO - >>> Scaler stragety is None
07/08 18:43:03 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:03 - INFO - >>> Total columns with label column is: 40
07/08 18:43:03 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 40
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 14 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 39
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 39
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 15 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 38
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 38
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 17 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 37
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 37
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 25 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 36
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 36
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 29 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 34
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 34
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 32 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 44
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 44
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.71875
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 33 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 43
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 43
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7342657342657343
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 34 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 42
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 42
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.700932400932401
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 35 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.716903785869303
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 36 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 42
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 42
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.715034965034965
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 37 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7314926452857488
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 39 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 39
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 39
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7126392126392127
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 40 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 43
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 43
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7323482968644259
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 41 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 42
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 42
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7488344988344988
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 42 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7148541114058355
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 43 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 40
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 40
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7318931068931069
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 44 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 41
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7294429708222812
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 45 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 40
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 40
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.747002997002997
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 46 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 39
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 39
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7104377104377104
07/08 18:43:04 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:04 - INFO - Current Running Dataset No. 47 :
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is None
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 38
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:43:04 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:04 - INFO - >>> Scaler stragety is standard
07/08 18:43:04 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:04 - INFO - >>> Total columns with label column is: 38
07/08 18:43:04 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7286175363098439
07/08 18:43:05 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:05 - INFO - Current Running Dataset No. 49 :
07/08 18:43:05 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:05 - INFO - >>> Scaler stragety is None
07/08 18:43:05 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:05 - INFO - >>> Total columns with label column is: 37
07/08 18:43:05 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:43:05 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:05 - INFO - >>> Scaler stragety is standard
07/08 18:43:05 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:05 - INFO - >>> Total columns with label column is: 37
07/08 18:43:05 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7002797202797203
07/08 18:43:05 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:05 - INFO - Current Running Dataset No. 57 :
07/08 18:43:05 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:05 - INFO - >>> Scaler stragety is None
07/08 18:43:05 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:05 - INFO - >>> Total columns with label column is: 36
07/08 18:43:05 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:43:05 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:05 - INFO - >>> Scaler stragety is standard
07/08 18:43:05 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:05 - INFO - >>> Total columns with label column is: 36
07/08 18:43:05 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.717074592074592
07/08 18:43:05 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:05 - INFO - Current Running Dataset No. 61 :
07/08 18:43:05 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:05 - INFO - >>> Scaler stragety is None
07/08 18:43:05 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:05 - INFO - >>> Total columns with label column is: 34
07/08 18:43:05 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:43:05 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:05 - INFO - >>> Scaler stragety is standard
07/08 18:43:05 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['onehot_Position_1_left', 'onehot_Position_1_right'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:05 - INFO - >>> Total columns with label column is: 34
07/08 18:43:05 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7118563254926891
07/08 18:43:06 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:06 - INFO - Current Running Dataset No. 128 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 43
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 43
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 129 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 42
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 42
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 130 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 41
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 41
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 131 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 132 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 41
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 41
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 133 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 134 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 39
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 39
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 135 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 38
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 38
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 136 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 42
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 42
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 137 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 41
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 41
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 138 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 139 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 39
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 39
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 140 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 40
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 141 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 39
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 39
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 142 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 38
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 38
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 143 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 37
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 37
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 145 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 36
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 36
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 149 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 34
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 34
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 152 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 36
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 36
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 153 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 35
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 35
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 155 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 33
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 33
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 156 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 34
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 34
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 157 :
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is None
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 33
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:43:07 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:07 - INFO - >>> Scaler stragety is standard
07/08 18:43:07 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:07 - INFO - >>> Total columns with label column is: 33
07/08 18:43:07 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:43:07 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:07 - INFO - Current Running Dataset No. 160 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 43
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 43
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7268215655312429
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 161 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 42
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 42
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7431235431235431
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 162 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 41
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 41
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7089462261876055
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 163 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7257742257742258
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 164 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 41
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 41
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7235350856040511
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 165 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.740884115884116
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 166 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 39
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 39
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040922040922041
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 167 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 38
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 38
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7220279720279721
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 168 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 42
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 42
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7411421911421912
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 169 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 41
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 41
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7585001205690861
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 170 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7236513486513487
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 171 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 39
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 39
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7416472416472417
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 172 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 40
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7387612387612388
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 173 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 39
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 39
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7573167573167573
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 174 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 38
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 38
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7197417966648736
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 175 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 37
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 37
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.739020979020979
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 177 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 36
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 36
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7099358974358974
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 181 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 34
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['onehot_Treatment_no-recurrence-events', 'onehot_Treatment_recurrence-events'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 34
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7040686586141132
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 184 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 36
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 36
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7074592074592074
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 185 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 35
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 35
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7278808148373366
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 187 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 33
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['Label_Type_2'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 33
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7032967032967032
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 188 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 34
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['onehot_Type_3_no', 'onehot_Type_3_yes']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 34
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7013668150031787
07/08 18:43:08 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:08 - INFO - Current Running Dataset No. 189 :
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is None
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 33
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:43:08 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:08 - INFO - >>> Scaler stragety is standard
07/08 18:43:08 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['Label_Size_2'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:08 - INFO - >>> Total columns with label column is: 33
07/08 18:43:08 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7234432234432234
07/08 18:43:09 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:09 - INFO - Current Running Dataset No. 201 :
07/08 18:43:09 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:09 - INFO - >>> Scaler stragety is None
07/08 18:43:09 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:09 - INFO - >>> Total columns with label column is: 36
07/08 18:43:09 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:09 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:09 - INFO - >>> Scaler stragety is standard
07/08 18:43:09 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:09 - INFO - >>> Total columns with label column is: 36
07/08 18:43:09 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:09 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:09 - INFO - Current Running Dataset No. 205 :
07/08 18:43:09 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:09 - INFO - >>> Scaler stragety is None
07/08 18:43:09 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:09 - INFO - >>> Total columns with label column is: 34
07/08 18:43:09 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:09 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:09 - INFO - >>> Scaler stragety is standard
07/08 18:43:09 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:09 - INFO - >>> Total columns with label column is: 34
07/08 18:43:09 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:10 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:10 - INFO - Current Running Dataset No. 233 :
07/08 18:43:10 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:10 - INFO - >>> Scaler stragety is None
07/08 18:43:10 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:10 - INFO - >>> Total columns with label column is: 36
07/08 18:43:10 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:10 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:10 - INFO - >>> Scaler stragety is standard
07/08 18:43:10 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:10 - INFO - >>> Total columns with label column is: 36
07/08 18:43:10 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:10 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:10 - INFO - Current Running Dataset No. 237 :
07/08 18:43:10 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:10 - INFO - >>> Scaler stragety is None
07/08 18:43:10 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:10 - INFO - >>> Total columns with label column is: 34
07/08 18:43:10 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:10 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:10 - INFO - >>> Scaler stragety is standard
07/08 18:43:10 - INFO - >>> Encoding strategy: [['onehot_Age_20-29', 'onehot_Age_30-39', 'onehot_Age_40-49', 'onehot_Age_50-59', 'onehot_Age_60-69', 'onehot_Age_70-79'], ['Label_Position_1'], ['Label_Position_2'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:10 - INFO - >>> Total columns with label column is: 34
07/08 18:43:10 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:13 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:13 - INFO - Current Running Dataset No. 393 :
07/08 18:43:13 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:13 - INFO - >>> Scaler stragety is None
07/08 18:43:13 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:13 - INFO - >>> Total columns with label column is: 36
07/08 18:43:13 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:13 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:13 - INFO - >>> Scaler stragety is standard
07/08 18:43:13 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:13 - INFO - >>> Total columns with label column is: 36
07/08 18:43:13 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:13 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:13 - INFO - Current Running Dataset No. 397 :
07/08 18:43:13 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:13 - INFO - >>> Scaler stragety is None
07/08 18:43:13 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:13 - INFO - >>> Total columns with label column is: 34
07/08 18:43:13 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:13 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:13 - INFO - >>> Scaler stragety is standard
07/08 18:43:13 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Frequency_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:13 - INFO - >>> Total columns with label column is: 34
07/08 18:43:13 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:14 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:14 - INFO - Current Running Dataset No. 425 :
07/08 18:43:14 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:14 - INFO - >>> Scaler stragety is None
07/08 18:43:14 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:14 - INFO - >>> Total columns with label column is: 36
07/08 18:43:14 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:14 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:14 - INFO - >>> Scaler stragety is standard
07/08 18:43:14 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['onehot_Type_1_ge40', 'onehot_Type_1_lt40', 'onehot_Type_1_premeno'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:14 - INFO - >>> Total columns with label column is: 36
07/08 18:43:14 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7083333333333333
07/08 18:43:14 - INFO - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
07/08 18:43:14 - INFO - Current Running Dataset No. 429 :
07/08 18:43:14 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:14 - INFO - >>> Scaler stragety is None
07/08 18:43:14 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:14 - INFO - >>> Total columns with label column is: 34
07/08 18:43:14 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614
07/08 18:43:14 - INFO - >>> winsorized_Strategy is 1
07/08 18:43:14 - INFO - >>> Scaler stragety is standard
07/08 18:43:14 - INFO - >>> Encoding strategy: [['Label_Age'], ['Label_Position_1'], ['onehot_Position_2_NaN', 'onehot_Position_2_central', 'onehot_Position_2_left_low', 'onehot_Position_2_left_up', 'onehot_Position_2_right_low', 'onehot_Position_2_right_up'], ['Mean_Size_1'], ['onehot_Size_2_0-2', 'onehot_Size_2_12-14', 'onehot_Size_2_15-17', 'onehot_Size_2_24-26', 'onehot_Size_2_3-5', 'onehot_Size_2_6-8', 'onehot_Size_2_9-11'], ['Label_Treatment'], ['Label_Type_1'], ['onehot_Type_2_NaN', 'onehot_Type_2_no', 'onehot_Type_2_yes'], ['Label_Type_3']]
07/08 18:43:14 - INFO - >>> Total columns with label column is: 34
07/08 18:43:14 - INFO - >>> Encoded Category Columns' Sparsity Score: 0.7023204068658614