Home Credit 原始数值相关矩阵

Signed correlation; omitted features: 0
  EXT_SOURCE_1 [外部来源分 1; Home Credit 2018 application_{train|test}.csv] EXT_SOURCE_2 [外部来源分 2; Home Credit 2018 application_{train|test}.csv] EXT_SOURCE_3 [外部来源分 3; Home Credit 2018 application_{train|test}.csv] AMT_INCOME_TOTAL [客户收入; Home Credit 2018 application_{train|test}.csv] AMT_ANNUITY [贷款年金; Home Credit 2018 application_{train|test}.csv] AMT_GOODS_PRICE [贷款对应商品价格; Home Credit 2018 application_{train|test}.csv] DAYS_BIRTH [申请时年龄天数(原始值); Home Credit 2018 application_{train|test}.csv] REGION_RATING_CLIENT [居住地区评级; Home Credit 2018 application_{train|test}.csv] REGION_RATING_CLIENT_W_CITY [考虑城市的居住地区评级; Home Credit 2018 application_{train|test}.csv] OBS_30_CNT_SOCIAL_CIRCLE [社交圈可观察的 30 天逾期记录数; Home Credit 2018 application_{train|test}.csv] OBS_60_CNT_SOCIAL_CIRCLE [社交圈可观察的 60 天逾期记录数; Home Credit 2018 application_{train|test}.csv]
EXT_SOURCE_1 [外部来源分 1; Home Credit 2018 application_{train|test}.csv] 1.000 0.216 0.183 0.063 0.105 0.164 -0.598 -0.110 -0.110 -0.042 -0.042
EXT_SOURCE_2 [外部来源分 2; Home Credit 2018 application_{train|test}.csv] 0.216 1.000 0.111 0.167 0.120 0.133 -0.137 -0.335 -0.328 -0.034 -0.034
EXT_SOURCE_3 [外部来源分 3; Home Credit 2018 application_{train|test}.csv] 0.183 0.111 1.000 -0.077 0.021 0.044 -0.190 -0.009 -0.009 -0.010 -0.010
AMT_INCOME_TOTAL [客户收入; Home Credit 2018 application_{train|test}.csv] 0.063 0.167 -0.077 1.000 0.468 0.399 -0.020 -0.208 -0.229 -0.045 -0.045
AMT_ANNUITY [贷款年金; Home Credit 2018 application_{train|test}.csv] 0.105 0.120 0.021 0.468 1.000 0.824 -0.079 -0.118 -0.132 -0.022 -0.022
AMT_GOODS_PRICE [贷款对应商品价格; Home Credit 2018 application_{train|test}.csv] 0.164 0.133 0.044 0.399 0.824 1.000 -0.152 -0.091 -0.100 -0.011 -0.011
DAYS_BIRTH [申请时年龄天数(原始值); Home Credit 2018 application_{train|test}.csv] -0.598 -0.137 -0.190 -0.020 -0.079 -0.152 1.000 0.014 0.016 0.040 0.040
REGION_RATING_CLIENT [居住地区评级; Home Credit 2018 application_{train|test}.csv] -0.110 -0.335 -0.009 -0.208 -0.118 -0.091 0.014 1.000 0.949 0.051 0.050
REGION_RATING_CLIENT_W_CITY [考虑城市的居住地区评级; Home Credit 2018 application_{train|test}.csv] -0.110 -0.328 -0.009 -0.229 -0.132 -0.100 0.016 0.949 1.000 0.047 0.046
OBS_30_CNT_SOCIAL_CIRCLE [社交圈可观察的 30 天逾期记录数; Home Credit 2018 application_{train|test}.csv] -0.042 -0.034 -0.010 -0.045 -0.022 -0.011 0.040 0.051 0.047 1.000 0.997
OBS_60_CNT_SOCIAL_CIRCLE [社交圈可观察的 60 天逾期记录数; Home Credit 2018 application_{train|test}.csv] -0.042 -0.034 -0.010 -0.045 -0.022 -0.011 0.040 0.050 0.046 0.997 1.000