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[WIP] implement InstanceHardnessCV #1125

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@fritshermans fritshermans commented Jan 31, 2025

As discussed on LinkedIn with @glemaitre, I implemented the InstanceHardnessCV splitter as described in my blog post.

'Instance hardness' refers to the difficulty to classify an instance. The way hard-to-classify instances are distributed over train and test sets has significant effect on the test set performance metrics.

Todo:

  • add example to examples/ folder
  • write documentation

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