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. 2020 Oct 30;1(6):359. doi: 10.1007/s42979-020-00373-y

Table 2.

Mean accuracy value of RF, AdaBoost and KNN against RUS, ROS, SMOTE

ML models Dataset balancing techniques
RUS (%) ROS (%) SMOTE (%)
RF 97.42 98.93 98.41
AdaBoost 96.54 98.53 98.37
KNN 97.43 97.53 97.73