Classification of Microarray Data Using Kernel Fuzzy Inference System

Table 8

Performance analysis of FIS with different set of features with best suitable cluster radius ( in small bracket).

Models ()	Accuracy	Precision	Recall	Specificity	-measure
F5 (0.5)	0.9306	0.9200	0.8846	0.9565	0.9020
F10 (0.2)	0.9722	0.9600	0.9600	0.9787	0.9600
F15 (0.4)	0.9167	0.9200	0.8519	0.9556	0.8846
F20 (0.45)	0.9444	1.0000	0.8621	1.0000	0.9259
F25 (0.2)	0.9583	0.9600	0.9231	0.9783	0.9412
F30 (0.4)	0.9583	0.9600	0.9231	0.9783	0.9412