Table 1 The average AUC and the average... | Emerald Publishing

Table 1

The average AUC and the average accuracy of test data among mRMR, SVMRFE, ReliefF and proposed hybrid method for the top 15 ranked features

MFEAT	Average AUC				Average accuracy (%)
Dataset (digit)	mRMR	SVMRFE	ReliefF	Hybrid	mRMR	SVMRFE	ReliefF	Hybrid
“4” and “9”	0.9960	0.9973	0.9960	1.0000	98.65	99.31	98.69	99.45
“6” and “8”	0.9960	0.9933	0.9873	0.9993	98.65	98.54	98.25	99.04

MFEAT	Average AUC				Average accuracy (%)
Dataset (digit)	mRMR	SVMRFE	ReliefF	Hybrid	mRMR	SVMRFE	ReliefF	Hybrid
“4” and “9”	0.9960	0.9973	0.9960	1.0000	98.65	99.31	98.69	99.45
“6” and “8”	0.9960	0.9933	0.9873	0.9993	98.65	98.54	98.25	99.04