Research on Abnormal Behavior Prediction by Integrating Multiple Indexes of Student Behavior and Text Information in Big Data Environment

Table 3

Performance comparison of different prediction methods on sophomore and junior datasets.

Evaluation index	ABPM-IMISBTI	MTLTR-APP	CW-LSTM	Bayesian	DNN	RF	IDA-SVR
	0.1775	0.1787	0.1812	0.1965	0.1874	0.2123	0.2254
	0.1962	0.2087	0.2101	0.2187	0.2123	0.2276	0.2356