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Table 9 Classification models results of accuracy and area under the curve for First Income variable

From: Supervised machine learning predictive analytics for alumni income

 

C

 

D

Accuracy

AUC

Accuracy

AUC

LR

0.42

0.681

LR

0.69

0.75

RFC

0.37

0.6377

RFC

0.66

0.72

LGBC

0.37

0.6335

LGBC

0.65

0.71