Construction of Correlation Analysis Model of College Students’ Sports Performance Based on Convolutional Neural Network

Table 1

Comparison of experimental results of different models.

Model	Random forest	Decision tree	KNN	SVM	Logistic regression	BiLSTM	Model of this paper
F1-value	0.64	0.61	0.65	0.67	0.72	0.83	0.89
Precision	0.60	0.64	0.68	0.72	0.73	0.82	0.91
Accuracy	0.72	0.71	0.74	0.68	0.82	0.87	0.92
Recall	0.61	0.66	0.63	0.72	0.74	0.86	0.95