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. 2020 Aug 26;8:155961–155970. doi: 10.1109/ACCESS.2020.3019600

TABLE 4. Ensemble-Models: Overall Performance.

Accuracy (%) Kappa Statistic (%) RRSE (%) Weighted AUROC (%)
C4.5+RF 0.973 0.965 0.378 0.994
SVM+RF 0.978 0.975 0.257 0.997
C4.5+kNN 0.960 0.948 0.336 0.990
SVM+kNN 0.971 0.962 0.297 0.993
SVM+BayesNet +kNN 0.960 0.948 0.319 0.999
C4.5+Bayes Net+kNN 0.960 0.948 0.328 0.996
All models 0.973 0.965 0.288 1.001