A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers

Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça +2

For many machine learning algorithms, predictive performance is critically affected by the hyperparameter values used to train them. However, tuning these hyperparameters can come…