Table 4. Shows the average of the efficiency measures obtained for all the models and the Z-score when testing against the models predicting outcomes based purely on chance.
| Dataset | Feature | Accuracy | Precision | Recall | FPR | FNR | TNR | TPR | F |
|---|---|---|---|---|---|---|---|---|---|
| Immunotherapy | Average | 88.6% | 0.99 | 0.88 | 0.018 | 0.12 | 0.98 | 0.93 | 0.99 |
| Z-score | 7.403* | 6.56* | 8.36* | −6.53* | −8.36* | 6.53* | 7.42* | 6.57* | |
| Cryotherapy | Average | 94.6% | 0.93 | 0.96 | 0.074 | 0.032 | 0.93 | 0.95 | 0.93 |
| Z-score | 8.56* | 6.58* | 8.36* | −6.53* | −8.36* | 6.53* | 7.42* | 6.58* |
FPR: false-positive rate, FNR: false-negative rate, TNR: true-negative rate, TPR: true-positive rate. *p<0.0001.