predict_attrs#

skrough.predict.predict_attrs.predict_attrs(model: AttrsSubset, reference_data: np.ndarray, reference_data_y: np.ndarray, predict_data: np.ndarray, predict_strategy: PredictStrategyKey = 'majority', no_answer_strategy: NoAnswerStrategyKey = 'missing', raw_mode: bool = False, fill_missing: Any = nan, preferred_prediction_dtype: type[np.generic] | None = None, seed: rght.Seed = None)[source]#

Predict actual classes using a single reduct (attrs subset).

The function predicts actual classes for a model which is a single reduct (or just an attrs subset).

Parameters:

  • model – _description_

  • reference_data – _description_

  • reference_data_y – _description_

  • predict_data – _description_

  • strategy – _description_. Defaults to “original_order”.

  • seed – _description_. Defaults to None.

Raises:

ValueError – _description_

Returns:

_description_