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. 2020 Jun 20;10(6):421. doi: 10.3390/diagnostics10060421

Table 7.

Comparative analysis of multiple classifiers.

Classifier Accuracy Average Recall Average Precision Average F1 Score ROC–AUC Score 95% CI Lower Limit 95% CI Upper Limit Average Training Time
RF 0.96 0.97 0.96 0.97 0.99 0.95 1.0 5.46 s
SVM 0.93 0.92 0.93 0.93 0.94 0.92 0.98 7.14 s
KNN 0.86 0.84 0.85 0.85 0.87 0.81 0.89 0.21 s
Naïve Bayes 0.88 0.86 0.85 0.86 0.87 0.82 0.91 0.15 s