TABLE 2.

Summary of the classification results.

Classifiers	Precision			Sensitivity			Specificity			F1‐score
	FE	IGE	Avg	FE	IGE	Avg	FE	IGE	Avg	FE	IGE	Avg
Stack	0.87	0.71	0.81	0.85	0.74	0.81	0.74	0.85	0.77	0.86	0.72	0.81
SVM	0.83	0.68	0.78	0.85	0.66	0.79	0.66	0.85	0.72	0.84	0.67	0.78
LogReg	0.83	0.67	0.78	0.84	0.66	0.78	0.66	0.84	0.72	0.84	0.67	0.78
KNN	0.87	0.66	0.80	0.76	0.80	0.78	0.76	0.80	0.78	0.84	0.71	0.79
RanFor	0.85	0.69	0.80	0.84	0.70	0.79	0.70	0.84	0.77	0.85	0.69	0.80
GradBoost	0.88	0.68	0.80	0.82	0.78	0.80	0.75	0.84	0.77	0.86	0.71	0.80
AdaBoost	0.87	0.69	0.80	0.83	0.78	0.80	0.75	0.84	0.77	0.86	0.72	0.81
Bagging	0.86	0.68	0.80	0.83	0.72	0.79	0.72	0.83	0.76	0.84	0.70	0.79
ExtRa Trees	0.82	0.71	0.78	0.89	0.60	0.79	0.60	0.89	0.70	0.85	0.66	0.79

Note: Each row represents a classifier while their precision, sensitivity, specificity, and F1‐score are in the columns for focal epilepsy (FE), idiopathic generalized epilepsy (IGE), and their average.