SklearnRandomForestRegression¶
Type¶
ml-estimator
Class¶
fire.nodes.sklearn.NodeSklearnRandomForestRegression
Fields¶
| Name | Title | Description |
|---|---|---|
| targetCol | Target Column | The label column for model fitting |
| n_estimators | NEstimators | |
| criterion | Criterion | |
| max_depth | MaxDepth | Default value is None i.e -1 |
| min_samples_split | MinSamplesSplit | |
| min_samples_leaf | MinSamplesLeaf | |
| min_weight_fraction_leaf | MinWeightFractionLeaf | |
| max_features | MaxFeatures | |
| max_leaf_nodes | MaxLeafNodes | Default value is None i.e -1 |
| min_impurity_decrease | MinImpurityDecrease | |
| min_impurity_split | MinImpuritySplit | |
| bootstrap | Bootstrap | |
| oob_score | OobScore | |
| random_state | RandomState | Default value is None i.e -1 |
| warm_start | WarmStart |