Alternative to 1115

[mfeurer]

No description provided.

[codecov]

Codecov Report

Merging #1124 (f4e5bf8) into development (c2b0e73) will increase coverage by 0.28%.
The diff coverage is 95.12%.

@@               Coverage Diff               @@
##           development    #1124      +/-   ##
===============================================
+ Coverage        85.50%   85.78%   +0.28%     
===============================================
  Files              137      137              
  Lines            10564    10562       -2     
===============================================
+ Hits              9033     9061      +28     
+ Misses            1531     1501      -30     

Impacted Files	Coverage Δ
autosklearn/smbo.py	85.08% <95.12%> (+1.24%)	⬆️
...ine/components/feature_preprocessing/kernel_pca.py	94.73% <0.00%> (-1.76%)	⬇️
autosklearn/ensemble_builder.py	77.06% <0.00%> (+0.40%)	⬆️
...ature_preprocessing/select_rates_classification.py	87.32% <0.00%> (+1.40%)	⬆️
autosklearn/util/backend.py	76.15% <0.00%> (+1.42%)	⬆️
...ipeline/components/regression/gradient_boosting.py	92.30% <0.00%> (+2.88%)	⬆️
autosklearn/util/stopwatch.py	80.18% <0.00%> (+16.03%)	⬆️

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