Feature Genes Selection Using Fuzzy Rough Uncertainty Metric for Tumor Diagnosis

Table 4

Classification accuracy of selected data under linear-SVM.

Data Sets	Raw data	FISEN	FNRS	RUM
WPBC	74.24	81.82	82.50	90.00
WDBC	93.16	95.26	97.37	97.37
Colon	75.00	83.33	92.31	92.31
Heart-Cle	59.41	56.44	65.57	70.49
Average	75.45	79.21	84.44	87.54