Brain Tumor Detection and Classification Using IFF-FLICM Segmentation and Optimized ELM Model

Table 12

Cross-validation (5 × 5-fold Dataset-255) during run-1.

Fold	Test images	TP	FN	TN	FP	Accuracy (%)
1st fold	51	43	1	7	0	98.04
2^nd fold	51	44	0	7	0	100
3^rd fold	51	44	0	7	0	100
4^th fold	51	44	0	7	0	100
5^th fold	51	43	1	7	0	98.04
Final average accuracy						99.21