Table 5.

AUC and accuracy values of models obtained by different algorithms in train set

Algorithms	Area under curve	Accuracy (%)
Naive bayes	0.714	64.3
Logistic regression	0.770	76.2
Support vector machine	0.577	59.5
k nearest neighbor	0.650	64.3
Decision tree	0.638	61.9
Random forest	0.849	78.6