Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms

Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown. Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms. In Inderjit S. Dhillon, Yehuda Koren, Rayid Ghani, Ted E. Senator, Paul Bradley, Rajesh Parekh, Jingrui He, Robert L. Grossman, Ramasamy Uthurusamy, editors, The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013. pages 847-855, ACM, 2013. [doi]

Abstract

Abstract is missing.