Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms

Chris Thornton, Frank Hutter, Holger H. Hoos +1

Many different machine learning algorithms exist; taking into account each algorithm's hyperparameters, there is a staggeringly large number of possible alternatives overall. We co…