An Efficient Cancer Classification Model Using Microarray and High-Dimensional Data

Table 6

PCC-DTCV model with optimized DT and PPC 0.5.

Dataset	Features	Selected features	PCC-DTCV model with optimized DT and PPC
			Accuracy	AUC	Sensitivity	Specificity	Recall		F1-score
							0	1	0	1
Singh	12600	58	0.78  0.15	0.78  0.15	0.78  0.19	0.78  0.23	0.78	0.83	0.80	0.81
Gordon	12533	274	0.94  0.04	0.90  0.08	0.97  0.04	0.84  0.16	0.95	0.77	0.95	0.77
Chowdary	22283	39	0.94  0.08	0.94  0.08	0.95  0.09	0.93  0.11	0.95	0.90	0.94	0.92
Alon	2000	9	0.78  0.19	0.75  0.19	0.68  0.26	0.82  0.23	0.68	0.80	0.67	0.81
Chin	22215	305	0.82  0.09	0.80  0.09	0.77  0.15	0.84  0.12	0.74	0.85	0.74	0.85
West	7129	5	0.83  0.18	0.83  0.18	0.80  0.24	0.87  0.16	0.84	0.83	0.84	0.83
Golub	7129	133	0.89  0.06	0.89  0.07	0.92  0.10	0.85  0.19	0.87	0.76	0.87	0.76