Table 5.

(8) eight features classification model report without forward and backward feature techniques.

Statistical analysis	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)	MCC (%)	AUC_ROC (%)	AUC_PR (%)
Decision slump	70.00	55.67	60.67	58.06	34.29	67.46	59.42
J48	73.83	62.50	61.80	62.15	42.15	71.02	64.47
CART	69.53	56.47	53.93	55.17	32.13	65.89	61.31
RF	75.79	64.21	68.54	66.30	47.49	74.09	71.38
XG boost	73.05	62.50	56.18	59.17	39.26	69.11	63.38
ADA Boostingm1	75.79	64.21	68.54	66.30	47.49	74.09	71.38
Gradient boosting	76.79	66.21	68.54	66.30	57.49	78.09	75.38