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. 2021 Dec 21;11:24367. doi: 10.1038/s41598-021-03000-9

Table 4.

Precision scores of optimized machine learning predictors on the validation dataset of antiviral-HPV protein interaction pairs.

Predictor SVM Logistic regression KNN Naïve Bayes Random Forest AdaBoost
Precision Score 0.80a 0.50 0.85a 0.65 0.68 0.75

aMetrics of optimized SVM and KNN used for predicting antiviral-HPV protein interaction are available at Supplementary Table S4.