Real-Time Collection Method of Athletes’ Abnormal Training Data Based on Machine Learning

Table 3

F1 value comparison.

Training action	Method of this article	BP neural network method	Support vector machine method
Walk	0.978	0.758	0.658
Run	0.986	0.851	0.711
Jump	0.984	0.762	0.658
Standing dribble	0.986	0.714	0.725
Walking dribble	0.934	0.824	0.714
Running dribble	0.946	0.762	0.725
Shot	0.945	0.824	0.685
Pass	0.952	0.841	0.765
Catch the ball	0.967	0.765	0.715