ForecastingModels 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.ForecastingModels

public final class ForecastingModels
extends ExpandableStringEnum<ForecastingModels>

Enum for all forecasting models supported by AutoML.

Field Summary

Modifier and Type	Field and Description
static final ForecastingModels	ARIMAX Static value Arimax for ForecastingModels.
static final ForecastingModels	AUTO_ARIMA Static value AutoArima for ForecastingModels.
static final ForecastingModels	AVERAGE Static value Average for ForecastingModels.
static final ForecastingModels	DECISION_TREE Static value DecisionTree for ForecastingModels.
static final ForecastingModels	ELASTIC_NET Static value ElasticNet for ForecastingModels.
static final ForecastingModels	EXPONENTIAL_SMOOTHING Static value ExponentialSmoothing for ForecastingModels.
static final ForecastingModels	EXTREME_RANDOM_TREES Static value ExtremeRandomTrees for ForecastingModels.
static final ForecastingModels	GRADIENT_BOOSTING Static value GradientBoosting for ForecastingModels.
static final ForecastingModels	KNN Static value KNN for ForecastingModels.
static final ForecastingModels	LASSO_LARS Static value LassoLars for ForecastingModels.
static final ForecastingModels	LIGHT_GBM Static value LightGBM for ForecastingModels.
static final ForecastingModels	NAIVE Static value Naive for ForecastingModels.
static final ForecastingModels	PROPHET Static value Prophet for ForecastingModels.
static final ForecastingModels	RANDOM_FOREST Static value RandomForest for ForecastingModels.
static final ForecastingModels	SEASONAL_AVERAGE Static value SeasonalAverage for ForecastingModels.
static final ForecastingModels	SEASONAL_NAIVE Static value SeasonalNaive for ForecastingModels.
static final ForecastingModels	SGD Static value SGD for ForecastingModels.
static final ForecastingModels	TCNFORECASTER Static value TCNForecaster for ForecastingModels.
static final ForecastingModels	XGBOOST_REGRESSOR Static value XGBoostRegressor for ForecastingModels.

Constructor Summary

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

Constructor

Description

ForecastingModels()

Deprecated

Use the fromString(String name) factory method.

Creates a new instance of ForecastingModels value.

Method Summary

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

ARIMAX

public static final ForecastingModels ARIMAX

Static value Arimax for ForecastingModels.

AUTO_ARIMA

public static final ForecastingModels AUTO_ARIMA

Static value AutoArima for ForecastingModels.

AVERAGE

public static final ForecastingModels AVERAGE

Static value Average for ForecastingModels.

DECISION_TREE

public static final ForecastingModels DECISION_TREE

Static value DecisionTree for ForecastingModels.

ELASTIC_NET

public static final ForecastingModels ELASTIC_NET

Static value ElasticNet for ForecastingModels.

EXPONENTIAL_SMOOTHING

public static final ForecastingModels EXPONENTIAL_SMOOTHING

Static value ExponentialSmoothing for ForecastingModels.

EXTREME_RANDOM_TREES

public static final ForecastingModels EXTREME_RANDOM_TREES

Static value ExtremeRandomTrees for ForecastingModels.

GRADIENT_BOOSTING

public static final ForecastingModels GRADIENT_BOOSTING

Static value GradientBoosting for ForecastingModels.

KNN

public static final ForecastingModels KNN

Static value KNN for ForecastingModels.

LASSO_LARS

public static final ForecastingModels LASSO_LARS

Static value LassoLars for ForecastingModels.

LIGHT_GBM

public static final ForecastingModels LIGHT_GBM

Static value LightGBM for ForecastingModels.

NAIVE

public static final ForecastingModels NAIVE

Static value Naive for ForecastingModels.

PROPHET

public static final ForecastingModels PROPHET

Static value Prophet for ForecastingModels.

RANDOM_FOREST

public static final ForecastingModels RANDOM_FOREST

Static value RandomForest for ForecastingModels.

SEASONAL_AVERAGE

public static final ForecastingModels SEASONAL_AVERAGE

Static value SeasonalAverage for ForecastingModels.

SEASONAL_NAIVE

public static final ForecastingModels SEASONAL_NAIVE

Static value SeasonalNaive for ForecastingModels.

SGD

public static final ForecastingModels SGD

Static value SGD for ForecastingModels.

TCNFORECASTER

public static final ForecastingModels TCNFORECASTER

Static value TCNForecaster for ForecastingModels.

XGBOOST_REGRESSOR

public static final ForecastingModels XGBOOST_REGRESSOR

Static value XGBoostRegressor for ForecastingModels.

Constructor Details