A Novel Approach of Rough Conditional Entropy-Based Attribute Selection for Incomplete Decision System

Table 5

Performance of attribute selection algorithms with SVM-RBF classifier.

Data sets	Classification accuracy (%)
	Breadth-first	Depth-first	LVF	Full attr.
Lung cancer	66.92	76.42	69.26	66.67
Large soybean	N/A	95.21	94.74	92.98
Dermatology	N/A	91.22	91.32	83.38
Breast cancer	97.11	97.11	96.18	95.69
Credit	N/A	84.77	81.69	80.88
Hepatitis	83.75	85.00	82.50	78.75