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

Table 4

PCC-DTCV model with optimized DT and PPC 0.4.

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	299	0.76  0.12	0.76  0.12	0.74  0.16	0.78  0.21	0.80	0.81	0.80	0.81
Gordon	12533	743	0.93  0.05	0.87  0.11	0.97  0.04	0.76  0.23	0.97	0.84	0.97	0.84
Chowdary	22283	410	0.92  0.09	0.92  0.09	0.94  0.12	0.90  0.12	0.94	0.88	0.93	0.83
Alon	2000	61	0.82  0.13	0.80  0.14	0.73  0.23	0.88  0.17	0.73	0.82	0.71	0.84
Chin	22215	1211	0.79  0.09	0.78  0.10	0.74  0.17	0.81  0.12	0.72	0.85	0.73	0.85
West	7129	28	0.86  0.13	0.87  0.13	0.87  0.21	0.87  0.16	0.84	0.83	0.84	0.83
Golub	7129	465	0.86  0.09	0.83  0.12	0.92  0.10	0.75  0.21	0.94	0.80	0.92	0.83