Table 3 Parameters used by the three classifiers.

From: An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space

Classifier

Parameter

CART

criterion, max_depth, min_samples_leaf, min_samples_split, splitter

KNN

algorithm, metric, n_neighbors, p, weights

RF

max_depth, min_samples_leaf, min_samples_split, n_estimators

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