Grid search strategy for selecting optimal parameters
In order to find the optimal parameters of three models, the grid search strategy in scikit-learn software was used. In the grid search process, 5-fold Cross-Validation (CV) was used to evaluate model performance. Meanwhile, the accuracy was used as an evaluation metric to maximize model performance. The detail of grid search method is described in the model selection module on the website of official documentation (