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. 2021 Mar 5;11:611437. doi: 10.3389/fonc.2021.611437

Table 2.

List of compared classification algorithms, their utilized abbreviation, and compatability with using weighted samples when training the individual model.

Classification Algorithm Abbreviation Weighted Samples?
AdaBoost Classifier ABC Yes
Gaussian Naïve Bayes Classifier GNB Yes
Gaussian Process Classifier GPC No
Gradient Boosting Classifier GBC Yes
K-Nearest Neighbours Classifier KNN No
Linear Discriminant Analysis LDA No
Logistic Regression Classifier LRC Yes
Multi-layer Perceptron Classifier MLPC No
Nearest Centroid Classifier NCC No
Nu-Support Vector Classifier NuSVC Yes
Quadratic Discriminant Analysis QDA No
Random Forest Classifier RFC Yes