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Cross validation results for all models.
| Model | Train (R2%) | Test (CV (R2% ± SD%)) |
|---|---|---|
| Blocking performance LR | 55.30 | 51.50 ± 12.07 |
| Tackling performance LR | 42.84 | 39.70 ± 12.16 |
| Raw KPIS GBM | 61.76 | 49.90 ± 7.25 |
| Normalized KPIs GBM | 45.53 | 37.16 ± 4.11 |
| Combined performance GBM | 70.11 | 57.83 ± 2.37 |
| KPIs and possession GBM | 66.72 | 56.96 ± 2.57 |
