Table 15 Model performance analysis by skill level.
From: The optimization of youth football training using deep learning and artificial intelligence
Skill level | Foot position precision | Foot position recall | Foot position F1 score | Ball trajectory precision | Ball trajectory recall | Ball trajectory F1 score |
|---|---|---|---|---|---|---|
Beginner | 0.78 | 0.72 | 0.75 | 0.68 | 0.64 | 0.66 |
Intermediate | 0.86 | 0.83 | 0.84 | 0.79 | 0.76 | 0.77 |
Advanced | 0.93 | 0.91 | 0.92 | 0.89 | 0.87 | 0.88 |
