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. 2022 Jun 1;44(1):100725. doi: 10.1016/j.irbm.2022.05.006

Table 2.

The supervised ML methods utilized in this manuscript.

Categories Method Abbreviation
Functions Logistic Regression LR
Support Vector Machines SVM
Voted Perceptron VP



Lazy-learning algorithms K Nearest Neighbor KNN
K star K*
Locally Weighted Learning LWL
Naive Bayes NB
Stochastic Gradient Descent SGD



Tree-based learning algorithms Decision Trees DT
Hoeffding Decision Trees HDT
Random Forest RF