Table 8.

Training, validation and test set accuracies (User Specific, PCA and velocity removal).

Test Case	Classifier	Partition	Left Hand Accuracy (%)	Right Hand Accuracy (%)	Combined Dataset Accuracy (%)
P1	SVM	Training	99.67	100	99.82
		Validation	98.26	100	100
		Test	100	100	100
	ANN	Training	99.67	99.63	99.82
		Validation	99.13	100	100
		Test	100	100	100
P7	SVM	Training	99.73	100	99.82
		Validation	99.75	90	86.79
		Test	100	100	100
	ANN	Training	99.45	100	99.86
		Validation	100	100	91.04
		Test	100	100	100
P11	SVM	Training	99.74	100	99.86
		Validation	89.01	88.61	88.82
		Test	100	88.89	100
	ANN	Training	99.74	100	99.86
		Validation	89.01	96.2	90
		Test	98.33	100	99.12