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OptBinning 0.3.0
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@guillermo-navas-palencia guillermo-navas-palencia released this 13 Mar 18:55
· 824 commits to master since this release
v0.3.0
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Learn about vigilant mode.

New additions:

  • Class OptBinning introduces a new constraint to reduce dominating bins, using parameter gamma.
  • Metrics HHI, HHI regularized and Cramer's V added to binning_table.analysis method. Updated quality score.
  • Added column min/max target and zeros count to ContinuousOptimalBinning binning table.
  • Binning algorithms support univariate outlier detection methods.

Tutorials:

  • Tutorial: optimal binning with binary target. New section: Reduction of dominating bins.
  • Enhance binning process tutorials.
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