An Online Teaching Video Evaluation Scheme Based on EEG Signals and Machine Learning

Table 10

Comparison of determination coefficients for different machine learning methods.

		PR	KNR	CART	RF	SVR	FCNN
Mental workload	Training set	0.786	1.0	0.866	0.965	0.803	0.878
	Test set	0.736	0.86	0.794	0.843	0.725	0.853
Concentration	Training set	0.496	0.968	0.955	0.978	0.341	0.961
	Test set	0.449	0.939	0.856	0.929	0.410	0.913