\n", " | SK_ID_CURR | \n", "TARGET | \n", "
---|---|---|
0 | \n", "100002 | \n", "1 | \n", "
1 | \n", "100003 | \n", "0 | \n", "
2 | \n", "100004 | \n", "0 | \n", "
3 | \n", "100006 | \n", "0 | \n", "
4 | \n", "100007 | \n", "0 | \n", "
\n", " | SK_ID_PREV | \n", "SK_ID_CURR | \n", "NAME_CONTRACT_TYPE | \n", "AMT_ANNUITY | \n", "AMT_APPLICATION | \n", "AMT_CREDIT | \n", "AMT_DOWN_PAYMENT | \n", "AMT_GOODS_PRICE | \n", "WEEKDAY_APPR_PROCESS_START | \n", "HOUR_APPR_PROCESS_START | \n", "FLAG_LAST_APPL_PER_CONTRACT | \n", "NFLAG_LAST_APPL_IN_DAY | \n", "RATE_DOWN_PAYMENT | \n", "RATE_INTEREST_PRIMARY | \n", "RATE_INTEREST_PRIVILEGED | \n", "NAME_CASH_LOAN_PURPOSE | \n", "NAME_CONTRACT_STATUS | \n", "DAYS_DECISION | \n", "NAME_PAYMENT_TYPE | \n", "CODE_REJECT_REASON | \n", "NAME_TYPE_SUITE | \n", "NAME_CLIENT_TYPE | \n", "NAME_GOODS_CATEGORY | \n", "NAME_PORTFOLIO | \n", "NAME_PRODUCT_TYPE | \n", "CHANNEL_TYPE | \n", "SELLERPLACE_AREA | \n", "NAME_SELLER_INDUSTRY | \n", "CNT_PAYMENT | \n", "NAME_YIELD_GROUP | \n", "PRODUCT_COMBINATION | \n", "DAYS_FIRST_DRAWING | \n", "DAYS_FIRST_DUE | \n", "DAYS_LAST_DUE_1ST_VERSION | \n", "DAYS_LAST_DUE | \n", "DAYS_TERMINATION | \n", "NFLAG_INSURED_ON_APPROVAL | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2030495 | \n", "271877 | \n", "Consumer loans | \n", "1730.430 | \n", "17145.0 | \n", "17145.0 | \n", "0.0 | \n", "17145.0 | \n", "SATURDAY | \n", "15 | \n", "Y | \n", "1 | \n", "0.0 | \n", "0.1828 | \n", "0.8673 | \n", "XAP | \n", "Approved | \n", "-73 | \n", "Cash through the bank | \n", "XAP | \n", "NaN | \n", "Repeater | \n", "Mobile | \n", "POS | \n", "XNA | \n", "Country-wide | \n", "35 | \n", "Connectivity | \n", "12.0 | \n", "middle | \n", "POS mobile with interest | \n", "365243.0 | \n", "-42.0 | \n", "300.0 | \n", "-42.0 | \n", "-37.0 | \n", "0.0 | \n", "
1 | \n", "2802425 | \n", "108129 | \n", "Cash loans | \n", "25188.615 | \n", "607500.0 | \n", "679671.0 | \n", "NaN | \n", "607500.0 | \n", "THURSDAY | \n", "11 | \n", "Y | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "XNA | \n", "Approved | \n", "-164 | \n", "XNA | \n", "XAP | \n", "Unaccompanied | \n", "Repeater | \n", "XNA | \n", "Cash | \n", "x-sell | \n", "Contact center | \n", "-1 | \n", "XNA | \n", "36.0 | \n", "low_action | \n", "Cash X-Sell: low | \n", "365243.0 | \n", "-134.0 | \n", "916.0 | \n", "365243.0 | \n", "365243.0 | \n", "1.0 | \n", "
2 | \n", "2523466 | \n", "122040 | \n", "Cash loans | \n", "15060.735 | \n", "112500.0 | \n", "136444.5 | \n", "NaN | \n", "112500.0 | \n", "TUESDAY | \n", "11 | \n", "Y | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "XNA | \n", "Approved | \n", "-301 | \n", "Cash through the bank | \n", "XAP | \n", "Spouse, partner | \n", "Repeater | \n", "XNA | \n", "Cash | \n", "x-sell | \n", "Credit and cash offices | \n", "-1 | \n", "XNA | \n", "12.0 | \n", "high | \n", "Cash X-Sell: high | \n", "365243.0 | \n", "-271.0 | \n", "59.0 | \n", "365243.0 | \n", "365243.0 | \n", "1.0 | \n", "
3 | \n", "2819243 | \n", "176158 | \n", "Cash loans | \n", "47041.335 | \n", "450000.0 | \n", "470790.0 | \n", "NaN | \n", "450000.0 | \n", "MONDAY | \n", "7 | \n", "Y | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "XNA | \n", "Approved | \n", "-512 | \n", "Cash through the bank | \n", "XAP | \n", "NaN | \n", "Repeater | \n", "XNA | \n", "Cash | \n", "x-sell | \n", "Credit and cash offices | \n", "-1 | \n", "XNA | \n", "12.0 | \n", "middle | \n", "Cash X-Sell: middle | \n", "365243.0 | \n", "-482.0 | \n", "-152.0 | \n", "-182.0 | \n", "-177.0 | \n", "1.0 | \n", "
4 | \n", "1784265 | \n", "202054 | \n", "Cash loans | \n", "31924.395 | \n", "337500.0 | \n", "404055.0 | \n", "NaN | \n", "337500.0 | \n", "THURSDAY | \n", "9 | \n", "Y | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "Repairs | \n", "Refused | \n", "-781 | \n", "Cash through the bank | \n", "HC | \n", "NaN | \n", "Repeater | \n", "XNA | \n", "Cash | \n", "walk-in | \n", "Credit and cash offices | \n", "-1 | \n", "XNA | \n", "24.0 | \n", "high | \n", "Cash Street: high | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | DAYS_DECISION | \n", "DAYS_FIRST_DRAWING | \n", "DAYS_FIRST_DUE | \n", "DAYS_LAST_DUE_1ST_VERSION | \n", "DAYS_LAST_DUE | \n", "DAYS_TERMINATION | \n", "
---|---|---|---|---|---|---|
count | \n", "372230.0000 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "
mean | \n", "-316.8921 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
std | \n", "325.8686 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
min | \n", "-2580.0000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
25% | \n", "-363.0000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
50% | \n", "-250.0000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
75% | \n", "-153.0000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
max | \n", "-2.0000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | name | \n", "auc | \n", "corr | \n", "coverage | \n", "
---|---|---|---|---|
58 | \n", "NAME_PRODUCT_TYPE_walk_in_sum | \n", "0.5502 | \n", "0.0642 | \n", "1.0 | \n", "
59 | \n", "NAME_PRODUCT_TYPE_walk_in_mean | \n", "0.5499 | \n", "0.0588 | \n", "1.0 | \n", "
57 | \n", "NAME_PRODUCT_TYPE_walk_in_max | \n", "0.5468 | \n", "0.0595 | \n", "1.0 | \n", "
115 | \n", "NAME_CONTRACT_TYPE_Revolving_loans_sum | \n", "0.5378 | \n", "0.0471 | \n", "1.0 | \n", "
116 | \n", "NAME_CONTRACT_TYPE_Revolving_loans_mean | \n", "0.5358 | \n", "0.0394 | \n", "1.0 | \n", "
100 | \n", "PRODUCT_COMBINATION_Card_Street_sum | \n", "0.5343 | \n", "0.0501 | \n", "1.0 | \n", "
101 | \n", "PRODUCT_COMBINATION_Card_Street_mean | \n", "0.5333 | \n", "0.0416 | \n", "1.0 | \n", "
98 | \n", "NAME_CONTRACT_TYPE_Consumer_loans_mean | \n", "0.5328 | \n", "-0.0319 | \n", "1.0 | \n", "
114 | \n", "NAME_CONTRACT_TYPE_Revolving_loans_max | \n", "0.5327 | \n", "0.0375 | \n", "1.0 | \n", "
99 | \n", "PRODUCT_COMBINATION_Card_Street_max | \n", "0.5317 | \n", "0.0417 | \n", "1.0 | \n", "
14 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__low_mean | \n", "0.5307 | \n", "-0.0400 | \n", "1.0 | \n", "
12 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__low_max | \n", "0.5288 | \n", "-0.0379 | \n", "1.0 | \n", "
13 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__low_sum | \n", "0.5287 | \n", "-0.0249 | \n", "1.0 | \n", "
71 | \n", "PRODUCT_COMBINATION_POS_industry_with_interest_mean | \n", "0.5282 | \n", "-0.0353 | \n", "1.0 | \n", "
97 | \n", "NAME_CONTRACT_TYPE_Consumer_loans_sum | \n", "0.5272 | \n", "-0.0197 | \n", "1.0 | \n", "
8 | \n", "NAME_TYPE_SUITE_Unaccompanied_mean | \n", "0.5270 | \n", "0.0238 | \n", "1.0 | \n", "
70 | \n", "PRODUCT_COMBINATION_POS_industry_with_interest_sum | \n", "0.5269 | \n", "-0.0312 | \n", "1.0 | \n", "
69 | \n", "PRODUCT_COMBINATION_POS_industry_with_interest_max | \n", "0.5266 | \n", "-0.0352 | \n", "1.0 | \n", "
56 | \n", "NAME_TYPE_SUITE_Family_mean | \n", "0.5241 | \n", "-0.0216 | \n", "1.0 | \n", "
43 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__high_sum | \n", "0.5229 | \n", "0.0384 | \n", "1.0 | \n", "
44 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__high_mean | \n", "0.5225 | \n", "0.0320 | \n", "1.0 | \n", "
42 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__high_max | \n", "0.5224 | \n", "0.0376 | \n", "1.0 | \n", "
29 | \n", "NAME_PRODUCT_TYPE_XNA_mean | \n", "0.5219 | \n", "-0.0208 | \n", "1.0 | \n", "
34 | \n", "PRODUCT_COMBINATION_Cash_Street__high_sum | \n", "0.5215 | \n", "0.0322 | \n", "1.0 | \n", "
54 | \n", "NAME_TYPE_SUITE_Family_max | \n", "0.5215 | \n", "-0.0242 | \n", "1.0 | \n", "
35 | \n", "PRODUCT_COMBINATION_Cash_Street__high_mean | \n", "0.5215 | \n", "0.0317 | \n", "1.0 | \n", "
55 | \n", "NAME_TYPE_SUITE_Family_sum | \n", "0.5214 | \n", "-0.0164 | \n", "1.0 | \n", "
33 | \n", "PRODUCT_COMBINATION_Cash_Street__high_max | \n", "0.5213 | \n", "0.0368 | \n", "1.0 | \n", "
7 | \n", "NAME_TYPE_SUITE_Unaccompanied_sum | \n", "0.5198 | \n", "0.0273 | \n", "1.0 | \n", "
92 | \n", "PRODUCT_COMBINATION_POS_household_without_interest_mean | \n", "0.5197 | \n", "-0.0239 | \n", "1.0 | \n", "
91 | \n", "PRODUCT_COMBINATION_POS_household_without_interest_sum | \n", "0.5191 | \n", "-0.0232 | \n", "1.0 | \n", "
90 | \n", "PRODUCT_COMBINATION_POS_household_without_interest_max | \n", "0.5190 | \n", "-0.0265 | \n", "1.0 | \n", "
25 | \n", "PRODUCT_COMBINATION_Cash_sum | \n", "0.5183 | \n", "0.0236 | \n", "1.0 | \n", "
112 | \n", "NAME_CONTRACT_TYPE_Cash_loans_sum | \n", "0.5172 | \n", "0.0217 | \n", "1.0 | \n", "
110 | \n", "PRODUCT_COMBINATION_POS_mobile_with_interest_mean | \n", "0.5167 | \n", "0.0212 | \n", "1.0 | \n", "
26 | \n", "PRODUCT_COMBINATION_Cash_mean | \n", "0.5166 | \n", "0.0180 | \n", "1.0 | \n", "
62 | \n", "NAME_PRODUCT_TYPE_x_sell_mean | \n", "0.5160 | \n", "-0.0197 | \n", "1.0 | \n", "
24 | \n", "PRODUCT_COMBINATION_Cash_max | \n", "0.5152 | \n", "0.0175 | \n", "1.0 | \n", "
108 | \n", "PRODUCT_COMBINATION_POS_mobile_with_interest_max | \n", "0.5145 | \n", "0.0162 | \n", "1.0 | \n", "
109 | \n", "PRODUCT_COMBINATION_POS_mobile_with_interest_sum | \n", "0.5144 | \n", "0.0132 | \n", "1.0 | \n", "
113 | \n", "NAME_CONTRACT_TYPE_Cash_loans_mean | \n", "0.5141 | \n", "0.0140 | \n", "1.0 | \n", "
4 | \n", "PRODUCT_COMBINATION_Cash_Street__middle_sum | \n", "0.5122 | \n", "0.0266 | \n", "1.0 | \n", "
3 | \n", "PRODUCT_COMBINATION_Cash_Street__middle_max | \n", "0.5120 | \n", "0.0258 | \n", "1.0 | \n", "
5 | \n", "PRODUCT_COMBINATION_Cash_Street__middle_mean | \n", "0.5119 | \n", "0.0163 | \n", "1.0 | \n", "
77 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__middle_mean | \n", "0.5115 | \n", "-0.0164 | \n", "1.0 | \n", "
20 | \n", "PRODUCT_COMBINATION_POS_household_with_interest_mean | \n", "0.5111 | \n", "-0.0082 | \n", "1.0 | \n", "
19 | \n", "PRODUCT_COMBINATION_POS_household_with_interest_sum | \n", "0.5105 | \n", "-0.0081 | \n", "1.0 | \n", "
75 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__middle_max | \n", "0.5100 | \n", "-0.0128 | \n", "1.0 | \n", "
76 | \n", "PRODUCT_COMBINATION_Cash_X_Sell__middle_sum | \n", "0.5100 | \n", "-0.0077 | \n", "1.0 | \n", "
64 | \n", "PRODUCT_COMBINATION_Card_X_Sell_sum | \n", "0.5100 | \n", "0.0178 | \n", "1.0 | \n", "
79 | \n", "FLAG_LAST_APPL_PER_CONTRACT_Y_sum | \n", "0.5100 | \n", "0.0193 | \n", "1.0 | \n", "
53 | \n", "NAME_TYPE_SUITE_Children_mean | \n", "0.5099 | \n", "-0.0175 | \n", "1.0 | \n", "
51 | \n", "NAME_TYPE_SUITE_Children_max | \n", "0.5097 | \n", "-0.0203 | \n", "1.0 | \n", "
52 | \n", "NAME_TYPE_SUITE_Children_sum | \n", "0.5097 | \n", "-0.0175 | \n", "1.0 | \n", "
111 | \n", "NAME_CONTRACT_TYPE_Cash_loans_max | \n", "0.5096 | \n", "0.0107 | \n", "1.0 | \n", "
63 | \n", "PRODUCT_COMBINATION_Card_X_Sell_max | \n", "0.5095 | \n", "0.0131 | \n", "1.0 | \n", "
65 | \n", "PRODUCT_COMBINATION_Card_X_Sell_mean | \n", "0.5090 | \n", "0.0094 | \n", "1.0 | \n", "
11 | \n", "WEEKDAY_APPR_PROCESS_START_SATURDAY_mean | \n", "0.5090 | \n", "-0.0098 | \n", "1.0 | \n", "
46 | \n", "WEEKDAY_APPR_PROCESS_START_MONDAY_sum | \n", "0.5090 | \n", "0.0138 | \n", "1.0 | \n", "
18 | \n", "PRODUCT_COMBINATION_POS_household_with_interest_max | \n", "0.5085 | \n", "-0.0094 | \n", "1.0 | \n", "
60 | \n", "NAME_PRODUCT_TYPE_x_sell_max | \n", "0.5084 | \n", "-0.0093 | \n", "1.0 | \n", "
83 | \n", "PRODUCT_COMBINATION_POS_industry_without_interest_mean | \n", "0.5080 | \n", "-0.0216 | \n", "1.0 | \n", "
81 | \n", "PRODUCT_COMBINATION_POS_industry_without_interest_max | \n", "0.5080 | \n", "-0.0246 | \n", "1.0 | \n", "
82 | \n", "PRODUCT_COMBINATION_POS_industry_without_interest_sum | \n", "0.5080 | \n", "-0.0227 | \n", "1.0 | \n", "
61 | \n", "NAME_PRODUCT_TYPE_x_sell_sum | \n", "0.5078 | \n", "-0.0034 | \n", "1.0 | \n", "
95 | \n", "WEEKDAY_APPR_PROCESS_START_SUNDAY_mean | \n", "0.5078 | \n", "-0.0078 | \n", "1.0 | \n", "
96 | \n", "NAME_CONTRACT_TYPE_Consumer_loans_max | \n", "0.5077 | \n", "-0.0161 | \n", "1.0 | \n", "
9 | \n", "WEEKDAY_APPR_PROCESS_START_SATURDAY_max | \n", "0.5068 | \n", "-0.0076 | \n", "1.0 | \n", "
73 | \n", "WEEKDAY_APPR_PROCESS_START_WEDNESDAY_sum | \n", "0.5068 | \n", "0.0114 | \n", "1.0 | \n", "
1 | \n", "WEEKDAY_APPR_PROCESS_START_FRIDAY_sum | \n", "0.5066 | \n", "0.0124 | \n", "1.0 | \n", "
93 | \n", "WEEKDAY_APPR_PROCESS_START_SUNDAY_max | \n", "0.5066 | \n", "-0.0078 | \n", "1.0 | \n", "
45 | \n", "WEEKDAY_APPR_PROCESS_START_MONDAY_max | \n", "0.5064 | \n", "0.0072 | \n", "1.0 | \n", "
94 | \n", "WEEKDAY_APPR_PROCESS_START_SUNDAY_sum | \n", "0.5059 | \n", "-0.0024 | \n", "1.0 | \n", "
37 | \n", "WEEKDAY_APPR_PROCESS_START_THURSDAY_sum | \n", "0.5058 | \n", "0.0144 | \n", "1.0 | \n", "
47 | \n", "WEEKDAY_APPR_PROCESS_START_MONDAY_mean | \n", "0.5058 | \n", "0.0053 | \n", "1.0 | \n", "
16 | \n", "PRODUCT_COMBINATION_Cash_Street__low_sum | \n", "0.5050 | \n", "0.0126 | \n", "1.0 | \n", "
15 | \n", "PRODUCT_COMBINATION_Cash_Street__low_max | \n", "0.5049 | \n", "0.0116 | \n", "1.0 | \n", "
17 | \n", "PRODUCT_COMBINATION_Cash_Street__low_mean | \n", "0.5048 | \n", "0.0023 | \n", "1.0 | \n", "
88 | \n", "WEEKDAY_APPR_PROCESS_START_TUESDAY_sum | \n", "0.5046 | \n", "0.0130 | \n", "1.0 | \n", "
74 | \n", "WEEKDAY_APPR_PROCESS_START_WEDNESDAY_mean | \n", "0.5042 | \n", "0.0055 | \n", "1.0 | \n", "
72 | \n", "WEEKDAY_APPR_PROCESS_START_WEDNESDAY_max | \n", "0.5041 | \n", "0.0046 | \n", "1.0 | \n", "
10 | \n", "WEEKDAY_APPR_PROCESS_START_SATURDAY_sum | \n", "0.5039 | \n", "0.0032 | \n", "1.0 | \n", "
6 | \n", "NAME_TYPE_SUITE_Unaccompanied_max | \n", "0.5038 | \n", "0.0079 | \n", "1.0 | \n", "
0 | \n", "WEEKDAY_APPR_PROCESS_START_FRIDAY_max | \n", "0.5034 | \n", "0.0037 | \n", "1.0 | \n", "
2 | \n", "WEEKDAY_APPR_PROCESS_START_FRIDAY_mean | \n", "0.5033 | \n", "0.0053 | \n", "1.0 | \n", "
86 | \n", "NAME_TYPE_SUITE_Spouse,_partner_mean | \n", "0.5021 | \n", "-0.0041 | \n", "1.0 | \n", "
36 | \n", "WEEKDAY_APPR_PROCESS_START_THURSDAY_max | \n", "0.5020 | \n", "0.0023 | \n", "1.0 | \n", "
27 | \n", "NAME_PRODUCT_TYPE_XNA_max | \n", "0.5020 | \n", "-0.0059 | \n", "1.0 | \n", "
28 | \n", "NAME_PRODUCT_TYPE_XNA_sum | \n", "0.5019 | \n", "0.0071 | \n", "1.0 | \n", "
84 | \n", "NAME_TYPE_SUITE_Spouse,_partner_max | \n", "0.5018 | \n", "-0.0027 | \n", "1.0 | \n", "
32 | \n", "PRODUCT_COMBINATION_POS_mobile_without_interest_mean | \n", "0.5017 | \n", "-0.0022 | \n", "1.0 | \n", "
30 | \n", "PRODUCT_COMBINATION_POS_mobile_without_interest_max | \n", "0.5017 | \n", "-0.0039 | \n", "1.0 | \n", "
31 | \n", "PRODUCT_COMBINATION_POS_mobile_without_interest_sum | \n", "0.5017 | \n", "-0.0024 | \n", "1.0 | \n", "
50 | \n", "PRODUCT_COMBINATION_POS_other_with_interest_mean | \n", "0.5016 | \n", "-0.0049 | \n", "1.0 | \n", "
48 | \n", "PRODUCT_COMBINATION_POS_other_with_interest_max | \n", "0.5015 | \n", "-0.0036 | \n", "1.0 | \n", "
49 | \n", "PRODUCT_COMBINATION_POS_other_with_interest_sum | \n", "0.5015 | \n", "-0.0029 | \n", "1.0 | \n", "
85 | \n", "NAME_TYPE_SUITE_Spouse,_partner_sum | \n", "0.5015 | \n", "0.0027 | \n", "1.0 | \n", "
67 | \n", "FLAG_LAST_APPL_PER_CONTRACT_N_sum | \n", "0.5015 | \n", "0.0103 | \n", "1.0 | \n", "
80 | \n", "FLAG_LAST_APPL_PER_CONTRACT_Y_mean | \n", "0.5015 | \n", "-0.0068 | \n", "1.0 | \n", "
68 | \n", "FLAG_LAST_APPL_PER_CONTRACT_N_mean | \n", "0.5015 | \n", "0.0068 | \n", "1.0 | \n", "
66 | \n", "FLAG_LAST_APPL_PER_CONTRACT_N_max | \n", "0.5015 | \n", "0.0062 | \n", "1.0 | \n", "
38 | \n", "WEEKDAY_APPR_PROCESS_START_THURSDAY_mean | \n", "0.5014 | \n", "0.0010 | \n", "1.0 | \n", "
103 | \n", "NAME_TYPE_SUITE_Other_A_sum | \n", "0.5010 | \n", "0.0035 | \n", "1.0 | \n", "
104 | \n", "NAME_TYPE_SUITE_Other_A_mean | \n", "0.5010 | \n", "0.0055 | \n", "1.0 | \n", "
102 | \n", "NAME_TYPE_SUITE_Other_A_max | \n", "0.5010 | \n", "0.0038 | \n", "1.0 | \n", "
87 | \n", "WEEKDAY_APPR_PROCESS_START_TUESDAY_max | \n", "0.5010 | \n", "0.0011 | \n", "1.0 | \n", "
106 | \n", "NAME_TYPE_SUITE_Other_B_sum | \n", "0.5007 | \n", "0.0029 | \n", "1.0 | \n", "
107 | \n", "NAME_TYPE_SUITE_Other_B_mean | \n", "0.5007 | \n", "0.0025 | \n", "1.0 | \n", "
105 | \n", "NAME_TYPE_SUITE_Other_B_max | \n", "0.5007 | \n", "0.0018 | \n", "1.0 | \n", "
40 | \n", "PRODUCT_COMBINATION_POS_others_without_interest_sum | \n", "0.5004 | \n", "-0.0033 | \n", "1.0 | \n", "
39 | \n", "PRODUCT_COMBINATION_POS_others_without_interest_max | \n", "0.5004 | \n", "-0.0030 | \n", "1.0 | \n", "
41 | \n", "PRODUCT_COMBINATION_POS_others_without_interest_mean | \n", "0.5004 | \n", "-0.0019 | \n", "1.0 | \n", "
23 | \n", "NAME_TYPE_SUITE_Group_of_people_mean | \n", "0.5003 | \n", "0.0034 | \n", "1.0 | \n", "
22 | \n", "NAME_TYPE_SUITE_Group_of_people_sum | \n", "0.5003 | \n", "0.0023 | \n", "1.0 | \n", "
21 | \n", "NAME_TYPE_SUITE_Group_of_people_max | \n", "0.5003 | \n", "0.0021 | \n", "1.0 | \n", "
89 | \n", "WEEKDAY_APPR_PROCESS_START_TUESDAY_mean | \n", "0.5000 | \n", "0.0005 | \n", "1.0 | \n", "
78 | \n", "FLAG_LAST_APPL_PER_CONTRACT_Y_max | \n", "0.5000 | \n", "NaN | \n", "1.0 | \n", "
\n", " | SK_ID_PREV | \n", "SK_ID_CURR | \n", "HOUR_APPR_PROCESS_START | \n", "NFLAG_LAST_APPL_IN_DAY | \n", "SELLERPLACE_AREA | \n", "PREPAID_USER | \n", "NAME_CASH_LOAN_PURPOSE_ordinal | \n", "NAME_CONTRACT_STATUS_ordinal | \n", "NAME_PAYMENT_TYPE_ordinal | \n", "CODE_REJECT_REASON_ordinal | \n", "NAME_CLIENT_TYPE_ordinal | \n", "NAME_GOODS_CATEGORY_ordinal | \n", "NAME_PORTFOLIO_ordinal | \n", "CHANNEL_TYPE_ordinal | \n", "NAME_SELLER_INDUSTRY_ordinal | \n", "NAME_YIELD_GROUP_ordinal | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2030495 | \n", "271877 | \n", "15 | \n", "1 | \n", "35 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "1 | \n", "2 | \n", "1 | \n", "
1 | \n", "2802425 | \n", "108129 | \n", "11 | \n", "1 | \n", "-1 | \n", "0 | \n", "1 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "4 | \n", "0 | \n", "4 | \n", "
2 | \n", "2523466 | \n", "122040 | \n", "11 | \n", "1 | \n", "-1 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "2 | \n", "
3 | \n", "2819243 | \n", "176158 | \n", "7 | \n", "1 | \n", "-1 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "1 | \n", "
4 | \n", "1784265 | \n", "202054 | \n", "9 | \n", "1 | \n", "-1 | \n", "1 | \n", "2 | \n", "2 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "2 | \n", "
\n", " | name | \n", "auc | \n", "corr | \n", "coverage | \n", "
---|---|---|---|---|
19 | \n", "NAME_CONTRACT_STATUS_ordinal_std | \n", "0.5657 | \n", "5.8804e-02 | \n", "0.8192 | \n", "
59 | \n", "CODE_REJECT_REASON_ordinal_std | \n", "0.5655 | \n", "5.8077e-02 | \n", "0.8192 | \n", "
18 | \n", "NAME_CONTRACT_STATUS_ordinal_mean | \n", "0.5623 | \n", "7.0461e-02 | \n", "1.0000 | \n", "
3 | \n", "PREPAID_USER_mean | \n", "0.5574 | \n", "6.0266e-02 | \n", "1.0000 | \n", "
58 | \n", "CODE_REJECT_REASON_ordinal_mean | \n", "0.5561 | \n", "6.0062e-02 | \n", "1.0000 | \n", "
57 | \n", "CODE_REJECT_REASON_ordinal_sum | \n", "0.5548 | \n", "6.0961e-02 | \n", "1.0000 | \n", "
68 | \n", "NAME_YIELD_GROUP_ordinal_mean | \n", "0.5519 | \n", "-4.8816e-02 | \n", "1.0000 | \n", "
17 | \n", "NAME_CONTRACT_STATUS_ordinal_sum | \n", "0.5516 | \n", "5.7904e-02 | \n", "1.0000 | \n", "
55 | \n", "CODE_REJECT_REASON_ordinal_max | \n", "0.5507 | \n", "4.9633e-02 | \n", "1.0000 | \n", "
13 | \n", "NAME_GOODS_CATEGORY_ordinal_mean | \n", "0.5494 | \n", "-3.6786e-02 | \n", "1.0000 | \n", "
65 | \n", "NAME_YIELD_GROUP_ordinal_max | \n", "0.5452 | \n", "-4.1166e-02 | \n", "1.0000 | \n", "
2 | \n", "PREPAID_USER_sum | \n", "0.5450 | \n", "4.9427e-02 | \n", "1.0000 | \n", "
15 | \n", "NAME_CONTRACT_STATUS_ordinal_max | \n", "0.5435 | \n", "4.3386e-02 | \n", "1.0000 | \n", "
28 | \n", "NAME_PORTFOLIO_ordinal_mean | \n", "0.5429 | \n", "4.2349e-02 | \n", "1.0000 | \n", "
10 | \n", "NAME_GOODS_CATEGORY_ordinal_max | \n", "0.5426 | \n", "-3.2552e-02 | \n", "1.0000 | \n", "
12 | \n", "NAME_GOODS_CATEGORY_ordinal_sum | \n", "0.5426 | \n", "-2.9256e-02 | \n", "1.0000 | \n", "
4 | \n", "PREPAID_USER_std | \n", "0.5405 | \n", "4.4479e-02 | \n", "0.8192 | \n", "
38 | \n", "SELLERPLACE_AREA_mean | \n", "0.5382 | \n", "-2.6579e-03 | \n", "1.0000 | \n", "
33 | \n", "HOUR_APPR_PROCESS_START_mean | \n", "0.5377 | \n", "-3.6333e-02 | \n", "1.0000 | \n", "
54 | \n", "NAME_CASH_LOAN_PURPOSE_ordinal_std | \n", "0.5368 | \n", "3.7460e-02 | \n", "0.8192 | \n", "
39 | \n", "SELLERPLACE_AREA_std | \n", "0.5366 | \n", "-4.3819e-03 | \n", "0.8192 | \n", "
14 | \n", "NAME_GOODS_CATEGORY_ordinal_std | \n", "0.5365 | \n", "-2.8191e-02 | \n", "0.8192 | \n", "
35 | \n", "SELLERPLACE_AREA_max | \n", "0.5351 | \n", "-3.1607e-03 | \n", "1.0000 | \n", "
23 | \n", "NAME_PAYMENT_TYPE_ordinal_mean | \n", "0.5351 | \n", "3.2790e-02 | \n", "1.0000 | \n", "
27 | \n", "NAME_PORTFOLIO_ordinal_sum | \n", "0.5340 | \n", "4.0230e-02 | \n", "1.0000 | \n", "
22 | \n", "NAME_PAYMENT_TYPE_ordinal_sum | \n", "0.5339 | \n", "3.8618e-02 | \n", "1.0000 | \n", "
31 | \n", "HOUR_APPR_PROCESS_START_min | \n", "0.5333 | \n", "-3.1684e-02 | \n", "1.0000 | \n", "
30 | \n", "HOUR_APPR_PROCESS_START_max | \n", "0.5333 | \n", "-3.1928e-02 | \n", "1.0000 | \n", "
37 | \n", "SELLERPLACE_AREA_sum | \n", "0.5325 | \n", "-3.9560e-03 | \n", "1.0000 | \n", "
25 | \n", "NAME_PORTFOLIO_ordinal_max | \n", "0.5311 | \n", "2.9373e-02 | \n", "1.0000 | \n", "
29 | \n", "NAME_PORTFOLIO_ordinal_std | \n", "0.5305 | \n", "2.9315e-02 | \n", "0.8192 | \n", "
0 | \n", "PREPAID_USER_max | \n", "0.5289 | \n", "3.2307e-02 | \n", "1.0000 | \n", "
43 | \n", "NAME_SELLER_INDUSTRY_ordinal_mean | \n", "0.5277 | \n", "-2.6485e-02 | \n", "1.0000 | \n", "
50 | \n", "NAME_CASH_LOAN_PURPOSE_ordinal_max | \n", "0.5260 | \n", "3.5837e-02 | \n", "1.0000 | \n", "
67 | \n", "NAME_YIELD_GROUP_ordinal_sum | \n", "0.5255 | \n", "-1.3066e-02 | \n", "1.0000 | \n", "
69 | \n", "NAME_YIELD_GROUP_ordinal_std | \n", "0.5242 | \n", "-1.9679e-02 | \n", "0.8192 | \n", "
40 | \n", "NAME_SELLER_INDUSTRY_ordinal_max | \n", "0.5241 | \n", "-2.4982e-02 | \n", "1.0000 | \n", "
52 | \n", "NAME_CASH_LOAN_PURPOSE_ordinal_sum | \n", "0.5237 | \n", "3.4514e-02 | \n", "1.0000 | \n", "
53 | \n", "NAME_CASH_LOAN_PURPOSE_ordinal_mean | \n", "0.5233 | \n", "2.7435e-02 | \n", "1.0000 | \n", "
42 | \n", "NAME_SELLER_INDUSTRY_ordinal_sum | \n", "0.5229 | \n", "-1.4972e-02 | \n", "1.0000 | \n", "
9 | \n", "NAME_CLIENT_TYPE_ordinal_std | \n", "0.5216 | \n", "-1.7422e-02 | \n", "0.8192 | \n", "
66 | \n", "NAME_YIELD_GROUP_ordinal_min | \n", "0.5211 | \n", "-2.1298e-02 | \n", "1.0000 | \n", "
44 | \n", "NAME_SELLER_INDUSTRY_ordinal_std | \n", "0.5209 | \n", "-2.1940e-02 | \n", "0.8192 | \n", "
24 | \n", "NAME_PAYMENT_TYPE_ordinal_std | \n", "0.5198 | \n", "2.1540e-02 | \n", "0.8192 | \n", "
20 | \n", "NAME_PAYMENT_TYPE_ordinal_max | \n", "0.5176 | \n", "1.8720e-02 | \n", "1.0000 | \n", "
11 | \n", "NAME_GOODS_CATEGORY_ordinal_min | \n", "0.5163 | \n", "-1.9570e-02 | \n", "1.0000 | \n", "
5 | \n", "NAME_CLIENT_TYPE_ordinal_max | \n", "0.5133 | \n", "-1.1119e-02 | \n", "1.0000 | \n", "
49 | \n", "CHANNEL_TYPE_ordinal_std | \n", "0.5110 | \n", "1.3215e-02 | \n", "0.8192 | \n", "
62 | \n", "NFLAG_LAST_APPL_IN_DAY_sum | \n", "0.5101 | \n", "1.9556e-02 | \n", "1.0000 | \n", "
34 | \n", "HOUR_APPR_PROCESS_START_std | \n", "0.5100 | \n", "-8.9635e-03 | \n", "0.8192 | \n", "
41 | \n", "NAME_SELLER_INDUSTRY_ordinal_min | \n", "0.5098 | \n", "-1.2479e-02 | \n", "1.0000 | \n", "
36 | \n", "SELLERPLACE_AREA_min | \n", "0.5092 | \n", "-1.3533e-03 | \n", "1.0000 | \n", "
45 | \n", "CHANNEL_TYPE_ordinal_max | \n", "0.5083 | \n", "1.3879e-02 | \n", "1.0000 | \n", "
26 | \n", "NAME_PORTFOLIO_ordinal_min | \n", "0.5078 | \n", "1.4560e-02 | \n", "1.0000 | \n", "
21 | \n", "NAME_PAYMENT_TYPE_ordinal_min | \n", "0.5042 | \n", "9.2246e-03 | \n", "1.0000 | \n", "
8 | \n", "NAME_CLIENT_TYPE_ordinal_mean | \n", "0.5042 | \n", "-7.3017e-03 | \n", "1.0000 | \n", "
46 | \n", "CHANNEL_TYPE_ordinal_min | \n", "0.5038 | \n", "-2.6060e-04 | \n", "1.0000 | \n", "
6 | \n", "NAME_CLIENT_TYPE_ordinal_min | \n", "0.5029 | \n", "-1.4025e-04 | \n", "1.0000 | \n", "
48 | \n", "CHANNEL_TYPE_ordinal_mean | \n", "0.5027 | \n", "5.8389e-03 | \n", "1.0000 | \n", "
47 | \n", "CHANNEL_TYPE_ordinal_sum | \n", "0.5025 | \n", "2.2143e-02 | \n", "1.0000 | \n", "
7 | \n", "NAME_CLIENT_TYPE_ordinal_sum | \n", "0.5016 | \n", "3.7297e-03 | \n", "1.0000 | \n", "
64 | \n", "NFLAG_LAST_APPL_IN_DAY_std | \n", "0.5014 | \n", "4.5610e-03 | \n", "0.8192 | \n", "
61 | \n", "NFLAG_LAST_APPL_IN_DAY_min | \n", "0.5011 | \n", "-5.0978e-03 | \n", "1.0000 | \n", "
63 | \n", "NFLAG_LAST_APPL_IN_DAY_mean | \n", "0.5011 | \n", "-3.5944e-03 | \n", "1.0000 | \n", "
51 | \n", "NAME_CASH_LOAN_PURPOSE_ordinal_min | \n", "0.5006 | \n", "5.1359e-03 | \n", "1.0000 | \n", "
32 | \n", "HOUR_APPR_PROCESS_START_sum | \n", "0.5002 | \n", "1.0930e-02 | \n", "1.0000 | \n", "
56 | \n", "CODE_REJECT_REASON_ordinal_min | \n", "0.5001 | \n", "1.2725e-03 | \n", "1.0000 | \n", "
16 | \n", "NAME_CONTRACT_STATUS_ordinal_min | \n", "0.5000 | \n", "5.2200e-04 | \n", "1.0000 | \n", "
60 | \n", "NFLAG_LAST_APPL_IN_DAY_max | \n", "0.5000 | \n", "-1.0546e-03 | \n", "1.0000 | \n", "
1 | \n", "PREPAID_USER_min | \n", "0.5000 | \n", "-8.9535e-05 | \n", "1.0000 | \n", "
\n", " | SK_ID_PREV | \n", "SK_ID_CURR | \n", "AMT_ANNUITY | \n", "AMT_APPLICATION | \n", "AMT_CREDIT | \n", "AMT_DOWN_PAYMENT | \n", "AMT_GOODS_PRICE | \n", "RATE_DOWN_PAYMENT | \n", "RATE_INTEREST_PRIMARY | \n", "RATE_INTEREST_PRIVILEGED | \n", "CNT_PAYMENT | \n", "NFLAG_INSURED_ON_APPROVAL | \n", "DAYS_DECISION_TO_YEARS | \n", "DAYS_FIRST_DRAWING_TO_YEARS | \n", "DAYS_FIRST_DUE_TO_YEARS | \n", "DAYS_LAST_DUE_1ST_VERSION_TO_YEARS | \n", "DAYS_LAST_DUE_TO_YEARS | \n", "DAYS_TERMINATION_TO_YEARS | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2030495 | \n", "271877 | \n", "1730.430 | \n", "17145.0 | \n", "17145.0 | \n", "0.0 | \n", "17145.0 | \n", "0.0000 | \n", "0.1828 | \n", "0.8673 | \n", "12.0 | \n", "0.0 | \n", "0.2000 | \n", "NaN | \n", "0.1151 | \n", "-0.8219 | \n", "0.1151 | \n", "0.1014 | \n", "
1 | \n", "2802425 | \n", "108129 | \n", "25188.615 | \n", "607500.0 | \n", "679671.0 | \n", "0.0 | \n", "607500.0 | \n", "0.0516 | \n", "0.1891 | \n", "0.8351 | \n", "36.0 | \n", "1.0 | \n", "0.4493 | \n", "NaN | \n", "0.3671 | \n", "-2.5096 | \n", "NaN | \n", "NaN | \n", "
2 | \n", "2523466 | \n", "122040 | \n", "15060.735 | \n", "112500.0 | \n", "136444.5 | \n", "0.0 | \n", "112500.0 | \n", "0.0516 | \n", "0.1891 | \n", "0.8351 | \n", "12.0 | \n", "1.0 | \n", "0.8247 | \n", "NaN | \n", "0.7425 | \n", "-0.1616 | \n", "NaN | \n", "NaN | \n", "
3 | \n", "2819243 | \n", "176158 | \n", "47041.335 | \n", "450000.0 | \n", "470790.0 | \n", "0.0 | \n", "450000.0 | \n", "0.0516 | \n", "0.1891 | \n", "0.8351 | \n", "12.0 | \n", "1.0 | \n", "1.4027 | \n", "NaN | \n", "1.3205 | \n", "0.4164 | \n", "0.4986 | \n", "0.4849 | \n", "
4 | \n", "1784265 | \n", "202054 | \n", "31924.395 | \n", "337500.0 | \n", "404055.0 | \n", "0.0 | \n", "337500.0 | \n", "0.0516 | \n", "0.1891 | \n", "0.8351 | \n", "24.0 | \n", "NaN | \n", "2.1397 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | name | \n", "auc | \n", "corr | \n", "coverage | \n", "
---|---|---|---|---|
64 | \n", "DAYS_FIRST_DRAWING_TO_YEARS_std | \n", "0.6163 | \n", "-0.0945 | \n", "0.0005 | \n", "
63 | \n", "DAYS_FIRST_DRAWING_TO_YEARS_mean | \n", "0.5944 | \n", "-0.0963 | \n", "0.1830 | \n", "
60 | \n", "DAYS_FIRST_DRAWING_TO_YEARS_max | \n", "0.5943 | \n", "-0.0961 | \n", "0.1830 | \n", "
61 | \n", "DAYS_FIRST_DRAWING_TO_YEARS_min | \n", "0.5942 | \n", "-0.0962 | \n", "0.1830 | \n", "
44 | \n", "DAYS_DECISION_TO_YEARS_std | \n", "0.5675 | \n", "-0.0605 | \n", "0.8192 | \n", "
57 | \n", "DAYS_LAST_DUE_1ST_VERSION_TO_YEARS_sum | \n", "0.5635 | \n", "-0.0516 | \n", "1.0000 | \n", "
4 | \n", "AMT_DOWN_PAYMENT_std | \n", "0.5608 | \n", "-0.0245 | \n", "0.8192 | \n", "
19 | \n", "DAYS_FIRST_DUE_TO_YEARS_std | \n", "0.5589 | \n", "-0.0497 | \n", "0.7013 | \n", "
43 | \n", "DAYS_DECISION_TO_YEARS_mean | \n", "0.5582 | \n", "-0.0472 | \n", "1.0000 | \n", "
15 | \n", "DAYS_FIRST_DUE_TO_YEARS_max | \n", "0.5576 | \n", "-0.0546 | \n", "0.9937 | \n", "
40 | \n", "DAYS_DECISION_TO_YEARS_max | \n", "0.5574 | \n", "-0.0545 | \n", "1.0000 | \n", "
55 | \n", "DAYS_LAST_DUE_1ST_VERSION_TO_YEARS_max | \n", "0.5561 | \n", "-0.0534 | \n", "0.9863 | \n", "
32 | \n", "DAYS_LAST_DUE_TO_YEARS_sum | \n", "0.5559 | \n", "-0.0441 | \n", "1.0000 | \n", "
7 | \n", "DAYS_TERMINATION_TO_YEARS_sum | \n", "0.5549 | \n", "-0.0434 | \n", "1.0000 | \n", "
2 | \n", "AMT_DOWN_PAYMENT_sum | \n", "0.5542 | \n", "-0.0275 | \n", "1.0000 | \n", "
17 | \n", "DAYS_FIRST_DUE_TO_YEARS_sum | \n", "0.5540 | \n", "-0.0426 | \n", "1.0000 | \n", "
0 | \n", "AMT_DOWN_PAYMENT_max | \n", "0.5537 | \n", "-0.0258 | \n", "1.0000 | \n", "
3 | \n", "AMT_DOWN_PAYMENT_mean | \n", "0.5534 | \n", "-0.0298 | \n", "1.0000 | \n", "
30 | \n", "DAYS_LAST_DUE_TO_YEARS_max | \n", "0.5527 | \n", "-0.0496 | \n", "0.9244 | \n", "
79 | \n", "RATE_DOWN_PAYMENT_std | \n", "0.5526 | \n", "-0.0432 | \n", "0.8192 | \n", "
5 | \n", "DAYS_TERMINATION_TO_YEARS_max | \n", "0.5521 | \n", "-0.0488 | \n", "0.9172 | \n", "
58 | \n", "DAYS_LAST_DUE_1ST_VERSION_TO_YEARS_mean | \n", "0.5509 | \n", "-0.0421 | \n", "0.9863 | \n", "
18 | \n", "DAYS_FIRST_DUE_TO_YEARS_mean | \n", "0.5494 | \n", "-0.0409 | \n", "0.9937 | \n", "
73 | \n", "AMT_ANNUITY_mean | \n", "0.5471 | \n", "-0.0421 | \n", "1.0000 | \n", "
34 | \n", "DAYS_LAST_DUE_TO_YEARS_std | \n", "0.5448 | \n", "-0.0385 | \n", "0.5814 | \n", "
39 | \n", "CNT_PAYMENT_std | \n", "0.5448 | \n", "0.0422 | \n", "0.8192 | \n", "
75 | \n", "RATE_DOWN_PAYMENT_max | \n", "0.5442 | \n", "-0.0383 | \n", "1.0000 | \n", "
9 | \n", "DAYS_TERMINATION_TO_YEARS_std | \n", "0.5419 | \n", "-0.0359 | \n", "0.5705 | \n", "
33 | \n", "DAYS_LAST_DUE_TO_YEARS_mean | \n", "0.5419 | \n", "-0.0341 | \n", "0.9244 | \n", "
8 | \n", "DAYS_TERMINATION_TO_YEARS_mean | \n", "0.5414 | \n", "-0.0336 | \n", "0.9172 | \n", "
78 | \n", "RATE_DOWN_PAYMENT_mean | \n", "0.5358 | \n", "-0.0326 | \n", "1.0000 | \n", "
71 | \n", "AMT_ANNUITY_min | \n", "0.5297 | \n", "-0.0302 | \n", "1.0000 | \n", "
42 | \n", "DAYS_DECISION_TO_YEARS_sum | \n", "0.5296 | \n", "-0.0191 | \n", "1.0000 | \n", "
28 | \n", "AMT_APPLICATION_mean | \n", "0.5288 | \n", "-0.0231 | \n", "1.0000 | \n", "
48 | \n", "AMT_GOODS_PRICE_mean | \n", "0.5287 | \n", "-0.0230 | \n", "1.0000 | \n", "
62 | \n", "DAYS_FIRST_DRAWING_TO_YEARS_sum | \n", "0.5282 | \n", "0.0001 | \n", "1.0000 | \n", "
70 | \n", "AMT_ANNUITY_max | \n", "0.5278 | \n", "-0.0291 | \n", "1.0000 | \n", "
21 | \n", "AMT_CREDIT_min | \n", "0.5275 | \n", "-0.0204 | \n", "1.0000 | \n", "
41 | \n", "DAYS_DECISION_TO_YEARS_min | \n", "0.5246 | \n", "-0.0172 | \n", "1.0000 | \n", "
35 | \n", "CNT_PAYMENT_max | \n", "0.5238 | \n", "0.0290 | \n", "1.0000 | \n", "
46 | \n", "AMT_GOODS_PRICE_min | \n", "0.5221 | \n", "-0.0213 | \n", "1.0000 | \n", "
26 | \n", "AMT_APPLICATION_min | \n", "0.5221 | \n", "-0.0213 | \n", "1.0000 | \n", "
23 | \n", "AMT_CREDIT_mean | \n", "0.5212 | \n", "-0.0173 | \n", "1.0000 | \n", "
72 | \n", "AMT_ANNUITY_sum | \n", "0.5205 | \n", "-0.0075 | \n", "1.0000 | \n", "
36 | \n", "CNT_PAYMENT_min | \n", "0.5175 | \n", "-0.0119 | \n", "1.0000 | \n", "
59 | \n", "DAYS_LAST_DUE_1ST_VERSION_TO_YEARS_std | \n", "0.5172 | \n", "-0.0111 | \n", "0.6718 | \n", "
25 | \n", "AMT_APPLICATION_max | \n", "0.5171 | \n", "-0.0138 | \n", "1.0000 | \n", "
45 | \n", "AMT_GOODS_PRICE_max | \n", "0.5171 | \n", "-0.0138 | \n", "1.0000 | \n", "
74 | \n", "AMT_ANNUITY_std | \n", "0.5162 | \n", "-0.0252 | \n", "0.8192 | \n", "
77 | \n", "RATE_DOWN_PAYMENT_sum | \n", "0.5157 | \n", "-0.0107 | \n", "1.0000 | \n", "
67 | \n", "NFLAG_INSURED_ON_APPROVAL_sum | \n", "0.5147 | \n", "-0.0173 | \n", "1.0000 | \n", "
56 | \n", "DAYS_LAST_DUE_1ST_VERSION_TO_YEARS_min | \n", "0.5140 | \n", "-0.0117 | \n", "0.9863 | \n", "
53 | \n", "RATE_INTEREST_PRIVILEGED_mean | \n", "0.5129 | \n", "0.0011 | \n", "1.0000 | \n", "
27 | \n", "AMT_APPLICATION_sum | \n", "0.5119 | \n", "0.0032 | \n", "1.0000 | \n", "
47 | \n", "AMT_GOODS_PRICE_sum | \n", "0.5119 | \n", "0.0033 | \n", "1.0000 | \n", "
20 | \n", "AMT_CREDIT_max | \n", "0.5110 | \n", "-0.0094 | \n", "1.0000 | \n", "
65 | \n", "NFLAG_INSURED_ON_APPROVAL_max | \n", "0.5103 | \n", "-0.0114 | \n", "0.9956 | \n", "
12 | \n", "RATE_INTEREST_PRIMARY_sum | \n", "0.5103 | \n", "0.0197 | \n", "1.0000 | \n", "
52 | \n", "RATE_INTEREST_PRIVILEGED_sum | \n", "0.5102 | \n", "0.0198 | \n", "1.0000 | \n", "
69 | \n", "NFLAG_INSURED_ON_APPROVAL_std | \n", "0.5098 | \n", "0.0026 | \n", "0.7213 | \n", "
38 | \n", "CNT_PAYMENT_mean | \n", "0.5091 | \n", "0.0121 | \n", "1.0000 | \n", "
37 | \n", "CNT_PAYMENT_sum | \n", "0.5082 | \n", "0.0267 | \n", "1.0000 | \n", "
29 | \n", "AMT_APPLICATION_std | \n", "0.5077 | \n", "-0.0149 | \n", "0.8192 | \n", "
49 | \n", "AMT_GOODS_PRICE_std | \n", "0.5077 | \n", "-0.0149 | \n", "0.8192 | \n", "
22 | \n", "AMT_CREDIT_sum | \n", "0.5071 | \n", "0.0069 | \n", "1.0000 | \n", "
16 | \n", "DAYS_FIRST_DUE_TO_YEARS_min | \n", "0.5064 | \n", "-0.0050 | \n", "0.9937 | \n", "
1 | \n", "AMT_DOWN_PAYMENT_min | \n", "0.5058 | \n", "-0.0162 | \n", "1.0000 | \n", "
68 | \n", "NFLAG_INSURED_ON_APPROVAL_mean | \n", "0.5057 | \n", "-0.0021 | \n", "0.9956 | \n", "
66 | \n", "NFLAG_INSURED_ON_APPROVAL_min | \n", "0.5053 | \n", "0.0112 | \n", "0.9956 | \n", "
31 | \n", "DAYS_LAST_DUE_TO_YEARS_min | \n", "0.5038 | \n", "-0.0014 | \n", "0.9244 | \n", "
6 | \n", "DAYS_TERMINATION_TO_YEARS_min | \n", "0.5032 | \n", "-0.0020 | \n", "0.9172 | \n", "
76 | \n", "RATE_DOWN_PAYMENT_min | \n", "0.5032 | \n", "-0.0103 | \n", "1.0000 | \n", "
24 | \n", "AMT_CREDIT_std | \n", "0.5017 | \n", "-0.0101 | \n", "0.8192 | \n", "
13 | \n", "RATE_INTEREST_PRIMARY_mean | \n", "0.5011 | \n", "0.0008 | \n", "1.0000 | \n", "
11 | \n", "RATE_INTEREST_PRIMARY_min | \n", "0.5004 | \n", "0.0016 | \n", "1.0000 | \n", "
51 | \n", "RATE_INTEREST_PRIVILEGED_min | \n", "0.5003 | \n", "0.0022 | \n", "1.0000 | \n", "
10 | \n", "RATE_INTEREST_PRIMARY_max | \n", "0.5003 | \n", "-0.0005 | \n", "1.0000 | \n", "
54 | \n", "RATE_INTEREST_PRIVILEGED_std | \n", "0.5002 | \n", "-0.0017 | \n", "0.8192 | \n", "
14 | \n", "RATE_INTEREST_PRIMARY_std | \n", "0.5001 | \n", "-0.0010 | \n", "0.8192 | \n", "
50 | \n", "RATE_INTEREST_PRIVILEGED_max | \n", "0.5001 | \n", "0.0004 | \n", "1.0000 | \n", "
\n", " | SK_ID_PREV | \n", "
---|---|
count | \n", "338857.0000 | \n", "
mean | \n", "4.9290 | \n", "
std | \n", "4.2207 | \n", "
min | \n", "1.0000 | \n", "
25% | \n", "2.0000 | \n", "
50% | \n", "4.0000 | \n", "
75% | \n", "7.0000 | \n", "
max | \n", "77.0000 | \n", "