Version 0.4.2

Version 0.4.2

• Fixes #538: Remove rounding errors when giving a training set fraction for holdout.
• Fixes #558: Ensemble script now uses less memory and the memory limit can be given to Auto-sklearn.
• Fixes #585: Auto-sklearn’s ensemble script produced wrong results when called directly (and not via one of Auto-sklearn’s estimator classes).
• Fixes an error in the ensemble script which made it non-deterministic.
• MAINT #569: Rename hyperparameter to have a different name than a scikit-learn hyperparameter with different meaning.
• MAINT #592: backwards compatible requirements.txt
• MAINT #588: Fix SMAC version to 0.8.0
• MAINT: remove dependency on the six package
• MAINT: upgrade to XGBoost 0.80

Contributors

• Taneli Mielikäinen (@tmielika)
• Matthias Feurer (@mfeurer)
• Diogo Bastos (@diogo-bastos)
• Zeyi Wen (@zeyiwen)
• Teresa Conceição (@teresaconc)
• Jin Woo Ahn (@ahn1340)