RandomFeatureSelector Class
Description Selects a random subset of features for each trainer in the ensemble
- Inheritance
-
nimbusml.internal.core.ensemble.feature_selector._randomfeatureselector.RandomFeatureSelectorRandomFeatureSelector
Constructor
RandomFeatureSelector(features_selection_proportion=0.8, **params)Parameters
| Name | Description |
|---|---|
|
features_selection_proportion
|
The proportion of features to be selected. The range is 0.0-1.0. |
|
params
|
Additional arguments sent to compute engine. |
Methods
| get_params |
Get the parameters for this operator. |
get_params
Get the parameters for this operator.
get_params(deep=False)Parameters
| Name | Description |
|---|---|
|
deep
|
Default value: False
|