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. 2021 Jul 1;33(4):345–350. doi: 10.5021/ad.2021.33.4.345

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.