smac.epm.base_rf module

class smac.epm.base_rf.BaseModel(configspace: ConfigSpace.configuration_space.ConfigurationSpace, types: List[int], bounds: List[Tuple[float, float]], seed: int, instance_features: Optional[numpy.ndarray] = None, pca_components: Optional[int] = None)[source]

Bases: smac.epm.base_epm.AbstractEPM

Abstract base class for all random forest models.

_impute_inactive(X: numpy.ndarray) → numpy.ndarray[source]