StackMetaLearnerType Class

Package:: com.azure.resourcemanager.machinelearning.models

Maven Artifact:: com.azure.resourcemanager:azure-resourcemanager-machinelearning:1.1.0

java.lang.Object
- com.azure.core.util.ExpandableStringEnum<T>
- - com.azure.resourcemanager.machinelearning.models.StackMetaLearnerType

public final class StackMetaLearnerType
extends ExpandableStringEnum<StackMetaLearnerType>

The meta-learner is a model trained on the output of the individual heterogeneous models. Default meta-learners are LogisticRegression for classification tasks (or LogisticRegressionCV if cross-validation is enabled) and ElasticNet for regression/forecasting tasks (or ElasticNetCV if cross-validation is enabled). This parameter can be one of the following strings: LogisticRegression, LogisticRegressionCV, LightGBMClassifier, ElasticNet, ElasticNetCV, LightGBMRegressor, or LinearRegression.

Field Summary

Modifier and Type	Field and Description
static final StackMetaLearnerType	ELASTIC_NET Static value ElasticNet for StackMetaLearnerType.
static final StackMetaLearnerType	ELASTIC_NET_CV Static value ElasticNetCV for StackMetaLearnerType.
static final StackMetaLearnerType	LIGHT_GBMCLASSIFIER Static value LightGBMClassifier for StackMetaLearnerType.
static final StackMetaLearnerType	LIGHT_GBMREGRESSOR Static value LightGBMRegressor for StackMetaLearnerType.
static final StackMetaLearnerType	LINEAR_REGRESSION Static value LinearRegression for StackMetaLearnerType.
static final StackMetaLearnerType	LOGISTIC_REGRESSION Static value LogisticRegression for StackMetaLearnerType.
static final StackMetaLearnerType	LOGISTIC_REGRESSION_CV Static value LogisticRegressionCV for StackMetaLearnerType.
static final StackMetaLearnerType	NONE Static value None for StackMetaLearnerType.

Constructor Summary

Constructor	Description
StackMetaLearnerType()	Deprecated Use the fromString(String name) factory method. Creates a new instance of StackMetaLearnerType value.

Constructor

Description

StackMetaLearnerType()

Deprecated

Use the fromString(String name) factory method.

Creates a new instance of StackMetaLearnerType value.

Method Summary

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

Methods inherited from ExpandableStringEnum

<T>fromString <T>values equals hashCode toString

Methods inherited from java.lang.Object

clone finalize getClass notify notifyAll wait wait wait

Field Details

ELASTIC_NET

public static final StackMetaLearnerType ELASTIC_NET

Static value ElasticNet for StackMetaLearnerType.

ELASTIC_NET_CV

public static final StackMetaLearnerType ELASTIC_NET_CV

Static value ElasticNetCV for StackMetaLearnerType.

LIGHT_GBMCLASSIFIER

public static final StackMetaLearnerType LIGHT_GBMCLASSIFIER

Static value LightGBMClassifier for StackMetaLearnerType.

LIGHT_GBMREGRESSOR

public static final StackMetaLearnerType LIGHT_GBMREGRESSOR

Static value LightGBMRegressor for StackMetaLearnerType.

LINEAR_REGRESSION

public static final StackMetaLearnerType LINEAR_REGRESSION

Static value LinearRegression for StackMetaLearnerType.

LOGISTIC_REGRESSION

public static final StackMetaLearnerType LOGISTIC_REGRESSION

Static value LogisticRegression for StackMetaLearnerType.

LOGISTIC_REGRESSION_CV

public static final StackMetaLearnerType LOGISTIC_REGRESSION_CV

Static value LogisticRegressionCV for StackMetaLearnerType.

NONE

public static final StackMetaLearnerType NONE

Static value None for StackMetaLearnerType.

Constructor Details