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Models
|
AUC
|
BS
|
\({\mathbf{HL}}_{{\hat{\varvec{c}}}}\)
|
P-value
|
|---|
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Training mode 1 (10-fold cross validation)
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NL-SRC
|
0.899
|
0.062
|
7.398
|
0.494
|
|
logit
|
0.884
|
0.065
|
14.196
|
0.077
|
|
RF
|
0.885
|
0.064
|
10.426
|
0.236
|
|
XGBoost
|
0.895
|
0.062
|
13.026
|
0.111
|
|
Training mode 1 (6-fold cross validation)
|
NL-SRC
|
0.897
|
0.062
|
8.798
|
0.360
|
|
logit
|
0.883
|
0.065
|
13.879
|
0.085
|
|
RF
|
0.885
|
0.064
|
12.818
|
0.118
|
|
XGBoost
|
0.896
|
0.063
|
10.968
|
0.204
|
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Training mode 2
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NL-SRC
|
0.902
|
0.058
|
8.391
|
0.396
|
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logit
|
0.890
|
0.059
|
12.427
|
0.133
|
|
RF
|
0.892
|
0.058
|
14.226
|
0.058
|
|
XGBoost
|
0.900
|
0.056
|
9.439
|
0.306
|
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Training mode 3
|
NL-SRC
|
0.872
|
0.047
|
15.232
|
0.055
|
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logit
|
0.875
|
0.066
|
90.989
|
<0.001
|
|
RF
|
0.879
|
0.067
|
11.522
|
0.174
|
|
XGBoost
|
0.886
|
0.067
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27.285
|
<0.001
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