EEG Signal and Feature Interaction Modeling-Based Eye Behavior Prediction Research

Table 1

Classification prediction results of various methods.

Algorithm/model	Accuracy	Precision	Recall	F1-measure
DT	0.82	0.82	0.82	0.82
RF	0.88	0.88	0.88	0.88
LR	0.64	0.64	0.62	0.63
SVM	0.56	0.59	0.50	0.54
FM	0.76	0.80	0.71	0.75
LSTM	0.89	0.90	0.82	0.86
FM+LSTM	0.93	0.94	0.90	0.92