Table 3 Evaluation metrics for random forest algorithm: forecasting severity of acute lithium toxicity outcomes (Validation Set).
From: Machine learning for predicting medical outcomes associated with acute lithium poisoning
Labels | Serious Outcome | Minor Outcome | Average | Weighted average |
|---|---|---|---|---|
Specificity | 0.980392 | 0.965608 | 0.973000 | 0.972718 |
Precision | 0.978552 | 0.968523 | 0.973538 | 0.973346 |
Recall | 0.965608 | 0.980392 | 0.973000 | 0.973282 |
F1_Score | 0.972037 | 0.974421 | 0.973229 | 0.973275 |
Accuracy | NaN | NaN | 0.973282 | 0.973282 |
