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Optimal parameter selection for machine learning models. (A) The “log2CP” and corresponding AUC values of the DT algorithm. (B) The “interaction depth value” and corresponding AUC values of the GBM algorithm. (C) The “alpha value” and corresponding AUC values of the GLM algorithm. (D) The “Size” and corresponding AUC values of the ANN algorithm. (E) The mtry’ and corresponding AUC values of the RF algorithm. (F) The “log2C” value and corresponding AUC values of the SVM algorithm.
