Table 1 Confusion matrix and derived metrics for all shots in test dataset for each model
From: Modelling the Influence of Task Constraints on Goal Kicking Performance in Australian Rules Football
n = 1941 | Actual | |||||
|---|---|---|---|---|---|---|
Logistic regression | CBA | Conditional inference | ||||
Goal | No goal | Goal | No goal | Goal | No goal | |
Predicted | ||||||
Goal | 846 | 146 | 383 | 566 | 491 | 458 |
No Goal | 526 | 423 | 143 | 849 | 232 | 760 |
Model mean accuracy | 65.4% | 63.5% | 64.5% | |||
Recall | 0.62 | 0.73 | 0.68 | |||
Precision | 0.85 | 0.40 | 0.85 | |||
F1 | 0.72 | 0.52 | 0.76 | |||