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Table 7 Classification models results of accuracy and area under the curve for Current Income variable

From: Supervised machine learning predictive analytics for alumni income

 

C

 

D

Accuracy

AUC

Accuracy

AUC

LR

0.48

0.749

LR

0.79

0.870

RFC

0.50

0.762

RFC

0.82

0.890

GBC

0.53

0.796

GBC

0.83

0.910