Table 10.

Results of the validation of the RF classifier with a split dataset (0.75 training, 0.25 testing)

CL	#	#/total	Accuracy	Precision	Sensitivity	NPV	Specificity
Dataset splitting train:test = 75:25
0.0	$77581$	1.0000	0.92271	0.91653	0.93049	0.92912	0.91491
0.68	$70375$	0.90712	0.9545	0.95516	0.95302	0.95386	0.95595
0.95	$48900$	0.63031	0.99022	0.99047	0.9893	0.99	0.99109
0.98	$39815$	0.51321	0.99485	0.99559	0.99353	0.99419	0.99604
0.99	$34004$	0.43830	0.99644	0.99685	0.99554	0.99608	0.99724