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

1 code implementation • 18 Aug 2012 • Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown

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

Bayesian Optimization BIG-bench Machine Learning +3