MachineLearningStackMetaLearnerType Struct

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.2.1

Source:

MachineLearningStackMetaLearnerType.cs

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

public readonly struct MachineLearningStackMetaLearnerType : IEquatable<Azure.ResourceManager.MachineLearning.Models.MachineLearningStackMetaLearnerType>

type MachineLearningStackMetaLearnerType = struct

Public Structure MachineLearningStackMetaLearnerType
Implements IEquatable(Of MachineLearningStackMetaLearnerType)

Inheritance

ValueType

MachineLearningStackMetaLearnerType

Implements

IEquatable<MachineLearningStackMetaLearnerType>

Constructors

MachineLearningStackMetaLearnerType(String)

Initializes a new instance of MachineLearningStackMetaLearnerType.

Properties

ElasticNet	Default meta-learners are LogisticRegression for regression task.
ElasticNetCV	Default meta-learners are LogisticRegression for regression task when CV is on.
LightGBMClassifier	LightGBMClassifier.
LightGBMRegressor	LightGBMRegressor.
LinearRegression	LinearRegression.
LogisticRegression	Default meta-learners are LogisticRegression for classification tasks.
LogisticRegressionCV	Default meta-learners are LogisticRegression for classification task when CV is on.
None	None.

Methods

Equals(MachineLearningStackMetaLearnerType)	Indicates whether the current object is equal to another object of the same type.
ToString()	Returns the fully qualified type name of this instance.

Operators

Equality(MachineLearningStackMetaLearnerType, MachineLearningStackMetaLearnerType)	Determines if two MachineLearningStackMetaLearnerType values are the same.
Implicit(String to MachineLearningStackMetaLearnerType)	Converts a string to a MachineLearningStackMetaLearnerType.
Inequality(MachineLearningStackMetaLearnerType, MachineLearningStackMetaLearnerType)	Determines if two MachineLearningStackMetaLearnerType values are not the same.