model,best_score,best_params svm,0.8216193629371278,"{'C': 10, 'kernel': 'rbf'}" random_forest,0.9331976984187159,{'n_estimators': 70} logistic_regression,0.8016149821821215,{'C': 1} decision_tree,0.9565058424107631,{'criterion': 'entropy'}