ClassificationTrainingSettings Class

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:

Az.MachineLearningServices.private.dll

Classification Training related configuration.

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ClassificationTrainingSettingsTypeConverter))]
public class ClassificationTrainingSettings : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IClassificationTrainingSettings, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ClassificationTrainingSettingsTypeConverter))>]
type ClassificationTrainingSettings = class
    interface IClassificationTrainingSettings
    interface IJsonSerializable
    interface ITrainingSettings
    interface IValidates

Public Class ClassificationTrainingSettings
Implements IClassificationTrainingSettings, IValidates

Inheritance

Object

ClassificationTrainingSettings

Attributes

TypeConverterAttribute

Implements

IClassificationTrainingSettings ITrainingSettings IJsonSerializable IValidates

Constructors

ClassificationTrainingSettings()

Creates an new ClassificationTrainingSettings instance.

Properties

AllowedTrainingAlgorithm	Allowed models for classification task.
BlockedTrainingAlgorithm	Blocked models for classification task.
EnableDnnTraining	Enable recommendation of DNN models.
EnableModelExplainability	Flag to turn on explainability on best model.
EnableOnnxCompatibleModel	Flag for enabling onnx compatible models.
EnableStackEnsemble	Enable stack ensemble run.
EnableVoteEnsemble	Enable voting ensemble run.
EnsembleModelDownloadTimeout	During VotingEnsemble and StackEnsemble model generation, multiple fitted models from the previous child runs are downloaded. Configure this parameter with a higher value than 300 secs, if more time is needed.
StackEnsembleSetting	Stack ensemble settings for stack ensemble run.
StackEnsembleSettingStackMetaLearnerKWarg	Optional parameters to pass to the initializer of the meta-learner.
StackEnsembleSettingStackMetaLearnerTrainPercentage	Specifies the proportion of the training set (when choosing train and validation type of training) to be reserved for training the meta-learner. Default value is 0.2.
StackEnsembleSettingStackMetaLearnerType	The meta-learner is a model trained on the output of the individual heterogeneous models.

Methods

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of ClassificationTrainingSettings.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of ClassificationTrainingSettings.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IClassificationTrainingSettings.
FromJsonString(String)	Creates a new instance of ClassificationTrainingSettings, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of ClassificationTrainingSettings into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.