Situation Element Extraction Based on Fuzzy Rough Set and Combination Classifier

Table 11

Comparison of experimental results of different attribute reduction algorithms.

Attribute reduction method	Number of attributes after reduction	Total recognition rate
		MLP	KN	LR	RF
Method of reference [38]	10	0.7077	0.7102	0.6702	0.7214
Method of reference [39]	16	0.7514	0.7512	0.7074	0.7053
The method of this study	12	0.7991	0.7649	0.7107	0.7624