Package com.azure.resourcemanager.machinelearning.models

Class RegressionModels

java.lang.Object

com.azure.core.util.ExpandableStringEnum<RegressionModels>

com.azure.resourcemanager.machinelearning.models.RegressionModels

public final class RegressionModels
extends com.azure.core.util.ExpandableStringEnum<RegressionModels>

Enum for all Regression models supported by AutoML.

Field Summary

Fields

Modifier and Type	Field	Description
static final RegressionModels	DECISION_TREE	Static value DecisionTree for RegressionModels.
static final RegressionModels	ELASTIC_NET	Static value ElasticNet for RegressionModels.
static final RegressionModels	EXTREME_RANDOM_TREES	Static value ExtremeRandomTrees for RegressionModels.
static final RegressionModels	GRADIENT_BOOSTING	Static value GradientBoosting for RegressionModels.
static final RegressionModels	KNN	Static value KNN for RegressionModels.
static final RegressionModels	LASSO_LARS	Static value LassoLars for RegressionModels.
static final RegressionModels	LIGHT_GBM	Static value LightGBM for RegressionModels.
static final RegressionModels	RANDOM_FOREST	Static value RandomForest for RegressionModels.
static final RegressionModels	SGD	Static value SGD for RegressionModels.
static final RegressionModels	XGBOOST_REGRESSOR	Static value XGBoostRegressor for RegressionModels.

Constructor Summary

Constructors

Constructor	Description
RegressionModels()	Deprecated. Use the fromString(String) factory method.

Method Summary

Modifier and Type	Method	Description
static RegressionModels	fromString(String name)	Creates or finds a RegressionModels from its string representation.
static Collection<RegressionModels>	values()	Gets known RegressionModels values.

Methods inherited from class com.azure.core.util.ExpandableStringEnum

equals, fromString, hashCode, toString, values

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Details

ELASTIC_NET

public static final RegressionModels ELASTIC_NET

Static value ElasticNet for RegressionModels.

GRADIENT_BOOSTING

public static final RegressionModels GRADIENT_BOOSTING

Static value GradientBoosting for RegressionModels.

DECISION_TREE

public static final RegressionModels DECISION_TREE

Static value DecisionTree for RegressionModels.

KNN

public static final RegressionModels KNN

Static value KNN for RegressionModels.

LASSO_LARS

public static final RegressionModels LASSO_LARS

Static value LassoLars for RegressionModels.

SGD

public static final RegressionModels SGD

Static value SGD for RegressionModels.

RANDOM_FOREST

public static final RegressionModels RANDOM_FOREST

Static value RandomForest for RegressionModels.

EXTREME_RANDOM_TREES

public static final RegressionModels EXTREME_RANDOM_TREES

Static value ExtremeRandomTrees for RegressionModels.

LIGHT_GBM

public static final RegressionModels LIGHT_GBM

Static value LightGBM for RegressionModels.

XGBOOST_REGRESSOR

public static final RegressionModels XGBOOST_REGRESSOR

Static value XGBoostRegressor for RegressionModels.

Constructor Details

RegressionModels

@Deprecated
public RegressionModels()

Deprecated.

Use the fromString(String) factory method.

Creates a new instance of RegressionModels value.

Method Details

fromString

public static RegressionModels fromString(String name)

Creates or finds a RegressionModels from its string representation.

Parameters:

name - a name to look for.

Returns:

the corresponding RegressionModels.

values

public static Collection<RegressionModels> values()

Gets known RegressionModels values.

Returns:

known RegressionModels values.