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GabrielSGoncalves/optbinning_tutorial_5_scorecard_table_head.csv

Last active March 15, 2021 01:46
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optbinning_tutorial_5_scorecard_table_head.csv
Variable Bin id Bin Count Count (%) Non-event Event Event rate WoE IV JS Coefficient Points
NAME_CONTRACT_TYPE 0 ['Revolving loans'] 12056 0.096 11415 641 0.053 0.44 0.015 0.002 -0.628 -6.566
NAME_CONTRACT_TYPE 1 ['Cash loans'] 113899 0.904 104437 9462 0.083 -0.038 0.001 0.0 -0.628 6.815
NAME_CONTRACT_TYPE 2 Special 0 0.0 0 0 0.0 0.0 0.0 0.0 -0.628 5.747
NAME_CONTRACT_TYPE 3 Missing 0 0.0 0 0 0.0 0.0 0.0 0.0 -0.628 5.747
CODE_GENDER 0 ['XNA' 'F'] 82896 0.658 77096 5800 0.07 0.148 0.013 0.002 -0.738 0.888
CODE_GENDER 1 ['M'] 43059 0.342 38756 4303 0.1 -0.242 0.022 0.003 -0.738 13.69
CODE_GENDER 2 Special 0 0.0 0 0 0.0 0.0 0.0 0.0 -0.738 5.747
CODE_GENDER 3 Missing 0 0.0 0 0 0.0 0.0 0.0 0.0 -0.738 5.747
FLAG_OWN_CAR 0 ['Y'] 42893 0.341 39866 3027 0.071 0.138 0.006 0.001 -1.085 -0.946
FLAG_OWN_CAR 1 ['N'] 83062 0.659 75986 7076 0.085 -0.066 0.003 0.0 -1.085 8.919
FLAG_OWN_CAR 2 Special 0 0.0 0 0 0.0 0.0 0.0 0.0 -1.085 5.747
FLAG_OWN_CAR 3 Missing 0 0.0 0 0 0.0 0.0 0.0 0.0 -1.085 5.747
CNT_CHILDREN 0 [-inf, 0.50) 88171 0.7 81453 6718 0.076 0.056 0.002 0.0 -0.743 3.902
CNT_CHILDREN 1 [0.50, inf) 37784 0.3 34399 3385 0.09 -0.121 0.005 0.001 -0.743 9.744
CNT_CHILDREN 2 Special 0 0.0 0 0 0.0 0.0 0.0 0.0 -0.743 5.747
CNT_CHILDREN 3 Missing 0 0.0 0 0 0.0 0.0 0.0 0.0 -0.743 5.747
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