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. Author manuscript; available in PMC: 2022 Apr 1.
Published in final edited form as: J Psychiatr Res. 2020 Oct 30;136:515–521. doi: 10.1016/j.jpsychires.2020.10.024

Table 3.

Classification Tree Performance

Fit Metrics

Sensitivity Specificity PPV NPV Accuracy F-Statistic ROC-AUC PR-AUC

Mean 81.91 79.66 5.44 99.68 0.80 0.87 0.86 0.25
95% CI 58.61–100.0 72.11–87.22 3.23–7.66 99.28–100.0 0.72–0.87 0.83–0.92 0.75–0.97 0.05–0.45

Contingency Matrix

TP FN FP TN

181 37 2923 12503

PPV=Positive Predictive Value, NPV=Negative Predictive Value, ROC-AUC=Area Under the Receiver Curve, PR-AUC=Precision-Recall Area Under the Curve, TP=True Positives, FN=False Negatives, FP=False Positives, TN=True Negatives, 95%CI=95% Confidence Interval. F-statistic is reported as weighted average.