algorithm_cutoff_memory: '?'
algorithm_cutoff_time: 0
metainfo_algorithms:
  2361_weka.OneR:
    configuration: ''
    deterministic: true
    version: '18'
  2362_weka.J48:
    configuration: ''
    deterministic: true
    version: '33'
  2364_weka.IBk:
    configuration: ''
    deterministic: true
    version: '7'
  2367_weka.REPTree:
    configuration: ''
    deterministic: true
    version: '15'
  2368_weka.RandomTree:
    configuration: ''
    deterministic: true
    version: '11'
  2369_weka.RandomForest:
    configuration: ''
    deterministic: true
    version: '9'
  2370_weka.LMT:
    configuration: ''
    deterministic: true
    version: '4'
  2371_weka.HoeffdingTree:
    configuration: ''
    deterministic: true
    version: '4'
  2373_weka.JRip:
    configuration: ''
    deterministic: true
    version: '5'
  2381_weka.NaiveBayes:
    configuration: ''
    deterministic: true
    version: '13'
  2647_weka.Logistic:
    configuration: ''
    deterministic: true
    version: '6'
  2869_weka.SMO_PolyKernel:
    configuration: ''
    deterministic: true
    version: '11'
  2882_weka.SMO_RBFKernel:
    configuration: ''
    deterministic: true
    version: '4'
  2889_weka.IBk:
    configuration: ''
    deterministic: true
    version: '7'
  2891_weka.HyperPipes:
    configuration: ''
    deterministic: true
    version: '2'
  2893_weka.OLM:
    configuration: ''
    deterministic: true
    version: '4'
  2894_weka.FURIA:
    configuration: ''
    deterministic: true
    version: '2'
  2897_weka.ConjunctiveRule:
    configuration: ''
    deterministic: true
    version: '4'
  2898_weka.SimpleCart:
    configuration: ''
    deterministic: true
    version: '4'
  2900_weka.LADTree:
    configuration: ''
    deterministic: true
    version: '7'
  2903_weka.AdaBoostM1_DecisionStump:
    configuration: ''
    deterministic: true
    version: '14'
  2904_weka.AdaBoostM1_J48:
    configuration: ''
    deterministic: true
    version: '3'
  2906_weka.Bagging_REPTree:
    configuration: ''
    deterministic: true
    version: '17'
  6250_weka.DecisionTable:
    configuration: ''
    deterministic: true
    version: '1'
  6352_weka.BayesNet:
    configuration: ''
    deterministic: true
    version: '1'
  6355_weka.AdaBoostM1_NaiveBayes:
    configuration: ''
    deterministic: true
    version: '3'
  6378_weka.LogitBoost_DecisionStump:
    configuration: ''
    deterministic: true
    version: '6'
  8990_weka.MultilayerPerceptron:
    configuration: ''
    deterministic: true
    version: '4'
  8994_weka.MultilayerPerceptron:
    configuration: ''
    deterministic: true
    version: '4'
  8995_weka.MultilayerPerceptron:
    configuration: ''
    deterministic: true
    version: '4'
algorithms_stochastic: ''
default_steps:
- ALL
feature_steps:
  ALL:
    provides: &id001
    - MeanAttributeEntropy
    - NaiveBayesAdwin.warnings
    - NoiseToSignalRatio
    - NumberOfNumericFeatures
    - NumberOfBinaryFeatures
    - DecisionStumpKappa
    - Quartile3SkewnessOfNumericAtts
    - NumberOfMissingValues
    - J48.001.ErrRate
    - HoeffdingAdwin.changes
    - PercentageOfNumericFeatures
    - MeanSkewnessOfNumericAtts
    - MinStdDevOfNumericAtts
    - NaiveBayesErrRate
    - MinMutualInformation
    - MajorityClassPercentage
    - NumberOfSymbolicFeatures
    - J48.00001.ErrRate
    - MaxNominalAttDistinctValues
    - PercentageOfMissingValues
    - MinKurtosisOfNumericAtts
    - MaxKurtosisOfNumericAtts
    - EquivalentNumberOfAtts
    - DecisionStumpErrRate
    - RandomTreeDepth3ErrRate
    - MaxStdDevOfNumericAtts
    - NaiveBayesAdwin.changes
    - Quartile3AttributeEntropy
    - MeanKurtosisOfNumericAtts
    - MinorityClassPerentage
    - J48.00001.Kappa
    - REPTreeDepth2ErrRate
    - Quartile2KurtosisOfNumericAtts
    - REPTreeDepth3AUC
    - RandomTreeDepth2ErrRate
    - Quartile1AttributeEntropy
    - MeanMeansOfNumericAtts
    - MeanStdDevOfNumericAtts
    - REPTreeDepth1Kappa
    - Dimensionality
    - REPTreeDepth2AUC
    - MinAttributeEntropy
    - NaiveBayesDdm.changes
    - MinNominalAttDistinctValues
    - MinorityClassSize
    - Quartile2AttributeEntropy
    - Quartile1SkewnessOfNumericAtts
    - Quartile3StdDevOfNumericAtts
    - Quartile1MutualInformation
    - Quartile2SkewnessOfNumericAtts
    - MajorityClassSize
    - REPTreeDepth3ErrRate
    - MaxAttributeEntropy
    - RandomTreeDepth2Kappa
    - HoeffdingDDM.changes
    - Quartile3KurtosisOfNumericAtts
    - NaiveBayesKappa
    - HoeffdingDDM.warnings
    - Quartile2StdDevOfNumericAtts
    - MeanNominalAttDistinctValues
    - REPTreeDepth1ErrRate
    - MaxMeansOfNumericAtts
    - NumberOfInstances
    - RandomTreeDepth1Kappa
    - J48.001.AUC
    - MaxSkewnessOfNumericAtts
    - J48.0001.AUC
    - RandomTreeDepth3AUC
    - MeanMutualInformation
    - RandomTreeDepth1ErrRate
    - RandomTreeDepth2AUC
    - MinMeansOfNumericAtts
    - PercentageOfBinaryFeatures
    - NumberOfFeatures
    - NaiveBayesAUC
    - DefaultAccuracy
    - NaiveBayesDdm.warnings
    - Quartile3MeansOfNumericAtts
    - REPTreeDepth1AUC
    - MaxMutualInformation
    - HoeffdingAdwin.warnings
    - RandomTreeDepth1AUC
    - J48.0001.Kappa
    - Quartile1MeansOfNumericAtts
    - RandomTreeDepth3Kappa
    - Quartile1StdDevOfNumericAtts
    - REPTreeDepth2Kappa
    - Quartile2MeansOfNumericAtts
    - J48.00001.AUC
    - Quartile2MutualInformation
    - J48.001.Kappa
    - PercentageOfInstancesWithMissingValues
    - NumberOfClasses
    - StdvNominalAttDistinctValues
    - ClassEntropy
    - Quartile1KurtosisOfNumericAtts
    - Quartile3MutualInformation
    - MinSkewnessOfNumericAtts
    - PercentageOfSymbolicFeatures
    - J48.0001.ErrRate
    - NumberOfInstancesWithMissingValues
    - REPTreeDepth3Kappa
    - DecisionStumpAUC
features_cutoff_memory: '?'
features_cutoff_time: '?'
features_deterministic: *id001
features_stochastic: ''
maximize:
- true
number_of_feature_steps: 1
performance_measures:
- predictive_accuracy
performance_type:
- solution_quality
scenario_id: OPENML-WEKA-2017