org.apache.spark.ml.tree

Interface TreeRegressorParams

All Superinterfaces:

Identifiable, Params, java.io.Serializable

All Known Subinterfaces:

DecisionTreeRegressorParams, GBTRegressorParams, RandomForestRegressorParams

All Known Implementing Classes:

DecisionTreeRegressionModel, DecisionTreeRegressor, GBTRegressionModel, GBTRegressor, RandomForestRegressionModel, RandomForestRegressor

public interface TreeRegressorParams
extends Params

Parameters for Decision Tree-based regression algorithms.

Method Summary

Modifier and Type	Method and Description
String	getImpurity()
Impurity	getOldImpurity() Convert new impurity to old impurity.
Param<String>	impurity() Criterion used for information gain calculation (case-insensitive).
TreeRegressorParams	setImpurity(String value) Deprecated. This method is deprecated and will be removed in 3.0.0.

Methods inherited from interface org.apache.spark.ml.param.Params

clear, copy, copyValues, defaultCopy, defaultParamMap, explainParam, explainParams, extractParamMap, extractParamMap, get, getDefault, getOrDefault, getParam, hasDefault, hasParam, isDefined, isSet, paramMap, params, set, set, set, setDefault, setDefault, shouldOwn

Methods inherited from interface org.apache.spark.ml.util.Identifiable

toString, uid

Method Detail

impurity

Param<String> impurity()

Criterion used for information gain calculation (case-insensitive). Supported: "variance". (default = variance)

Returns:

(undocumented)

setImpurity

TreeRegressorParams setImpurity(String value)

Deprecated. This method is deprecated and will be removed in 3.0.0.

Parameters:

value - (undocumented)

Returns:

(undocumented)

getImpurity

String getImpurity()

getOldImpurity

Impurity getOldImpurity()

Convert new impurity to old impurity.