Table 1. ROC and MCC across different ROIs for the classification shown by various models.

Model	No. of ROIs—112		No. of ROIs—38		No. of ROIs—26		No. of ROIs—22		No. of ROIs—16
	ROC	MCC	ROC	MCC	ROC	MCC	ROC	MCC	ROC	MCC
K Neighbors Classifier	0.6822	0.6402	0.9055	0.8593	0.9099	0.8697	0.9247	0.8459	0.8898	0.8213
Random Forest Classifier	0.7321	0.6789	0.8803	0.8207	0.8889	0.8124	0.9012	0.8411	0.8646	0.7984
Logistic Regression	0.7091	0.6211	0.8519	0.7794	0.8697	0.7985	0.8899	0.7456	0.7836	0.6732
Decision Tree Classifier	0.633	0.5154	0.7553	0.6338	0.7375	0.6741	0.8838	0.7982	0.7533	0.6173
Naive Bayes	0.654	0.4879	0.72	0.5856	0.7356	0.6569	0.7099	0.6428	0.5596	0.3215