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uclamii / model_tuner

A library to tune the hyperparameters of common ML models. Supports calibration and custom pipelines.
Apache License 2.0
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RFE use #56

Open panas89 opened 3 weeks ago

panas89 commented 3 weeks ago

When using RFE (for tutorials and documentation): the estimator used by RFE

  1. Either tune it in the grid search (costly)
  2. Use a low complexity model with high regularization (e.g., ElasticNet, Logistic regression)
elemets commented 1 week ago

Updated in test files still needs to be updated in the documentation