Table 8.

Optimum feature analysis.

Dataset 1 (229 × 229)
Method	Features
	100	150	200	250	300	350	400	450	500
NB	90.61	91.53	92.14	92.24	91.22	90.52	90.66	89.71	89.62
SVM	91.18	91.74	91.36	92.16	91.49	91.92	91.82	90.28	89.12
DT	95.84	96.51	97.36	98.94	97.44	96.62	97.88	95.72	95.14
LR	91.56	91.92	91.98	92.16	92.14	91.94	92.1	90.82	90.24
RF	97.24	97.54	98.82	99.02	98.13	97.76	96.71	96.19	95.96
Ensemble	96.88	97.76	98.96	99.02	98.52	97.48	96.98	96.71	96.28