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

Table 1

Performance summary for different classification approaches. All datasets.

	High	Medium	Low	Corr	Beta
SVM	64.6	68.6	67.9	67.9	65.0
SVM	67.5	67.9	67.9	66.1	65.0
TB-SVM	66.1	66.8	67.5	66.4	64.6
TB-SVM	65.0	66.5	65.7	67.1	61.8
-SOCP	58.6	63.2	63.9	65.7	65.3
-SOCP	65.7	67.1	64.3	66.1	63.6
Average	64.6	66.7	66.2	66.5	64.2