Mining EEG with SVM for Understanding Cognitive Underpinnings of Math Problem Solving Strategies

Table 2

Performance summary for different feature selection approaches. Medium and Corr datasets.

	Medium		Corr
Fisher + SVM	66.8	50	67.9	50
Fisher + SVM	67.1	1000	67.5	50
Fisher + TB-SVM	68.2	500	67.1	50
Fisher + TB-SVM	67.5	1000	67.9	500
Fisher+-SOCP	67.1	250	68.2	250
Fisher+-SOCP	66.4	500	68.6	100
RFE + SVM	68.2	20	68.2	10
RFE + SVM	68.2	250	67.5	20
RFE + TB-SVM	67.5	500	67.1	20
RFE+-SOCP	65.4	1000	68.2	10