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  • #674

Closed
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Created May 07, 2022 by Elizaveta Lutsenko@LizLutsenkoOwner

Add non_positive_to_none hyperparameters preprocessing

Created by: gorokhovnik

Such parameters as decision tree max_depth do not accept non-positive values. The issue is to add conversation of such parameters non_positive values to None. Use cases:

  1. Hyperparameters optimization with hp.uniformint search space usage inplace of hp.choice is more convenient
  2. During pipeline tuning it's more effective to try default value than receive an error because of incorrect parameter value
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