Table 2.
Experiments results (Gini coefficients)
Lending club loan data
Credit scoring Catalonia
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Scorecard
0.5292
0.6487
0.7034
Random forest
0.5523
0.6979
0.7249
Decision tree
0.4374
0.5781
0.6071
kNN
0.3913
0.3962
0.2267
XGBoost
0.5654
0.7155
0.7304
QBCA
0.5576
0.7043
0.7281
Lending club loan data
Credit scoring Catalonia
Give me some credit
Scorecard
0.5292
0.6487
0.7034
Random forest
0.5523
0.6979
0.7249
Decision tree
0.4374
0.5781
0.6071
kNN
0.3913
0.3962
0.2267
XGBoost
0.5654
0.7155
0.7304
QBCA
0.5576
0.7043
0.7281
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