Classification of Microarray Data Using Kernel Fuzzy Inference System

Table 12

Performance analysis of K-FIS using RBF kernel () with different set of features with best suitable cluster radius ( in small bracket).

Models	Accuracy	Precision	Recall	Specificity	-measure
F5 (0.4)	0.9722	1.0000	0.9259	1.0000	0.9615
F10 (0.2)	0.9583	0.9600	0.9231	0.9783	0.9412
F15 (0.3)	0.9722	1.0000	0.9259	1.0000	0.9615
F20 (0.4)	0.9306	1.0000	0.8333	1.0000	0.9091
F25 (0.6)	0.9306	1.0000	0.8333	1.0000	0.9091
F30 (0.6)	0.8750	0.9200	0.7667	0.9524	0.8364