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rules 1.0.0

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@EmilHvitfeldt EmilHvitfeldt released this 23 Jun 22:38
v1.0.0
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Learn about vigilant mode.

  • tidy() method for Cubist models now has an option for how many committees to tidy.

  • Added a tidy() method for C5.0 rule-based models.

  • The mtry_prop parameter was moved to the dials package and is now re-exported here for backward compatibility.

  • A bug was fixed related to multi_predict() with C5.0 rule-based models (#49).

  • The mtry argument is now mapped to colsample_bynode rather than colsample_bytree. This is consistent with parsnip's interface to xgboost as of parsnip 0.1.6. colsample_bytree can still be optimized by passing it in as an engine argument to set_engine() (#60).

  • Introduced support for early stopping in rule_fit() via the stop_iter argument. See parsnip::details_rule_fit_xrf. Note that this is a main argument to rule_fit() requiring parsnip 1.0.0.

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