A Basketball Training Posture Monitoring Algorithm Based on Machine Learning and Artificial Intelligence

Table 3

Upper limb movements classified using various classification algorithms.

Behavior	C4.5 accuracy	C4.5 recall	SVM accuracy	SVM recall	BN accuracy	BN recall	BP-ANN accuracy	BP-ANN recall
Catch the ball	0.939	0.954	0.965	0.976	0.895	0.929	0.965	0.978
Pass the ball	0.910	0.932	0.976	0.990	0.936	0.956	0.983	0.980
Shoot	0.925	0.909	0.988	0.994	0.958	0.915	0.979	0.982
Walk dribble	0.887	0.863	0.931	0.918	0.791	0.945	0.933	0.918
Standing dribble	0.786	0.767	0.817	0.569	0.778	0.701	0.905	0.877
Running dribble	0.782	0.802	0.691	0.862	0.804	0.757	0.875	0.899