Data Science, Machine Learning, Statistics, Open Source, Crossvalidation.
param_grid={'n_estimators': [2, 5]}): Cross-validated accuracy: (0.98 + 0.92 + 0.96) / 3 = 0.95 GridSearchCV(estimator=SVC(random_state=0), param_grid={'kernel': ['linear', 'poly']}): Cross-validated accuracy: (1.00 + 0.94 + 0.98) / 3 = 0.97 Summary of model performance. Image by author. We can