RegressionTrainingSettings interface

Package:

@azure/arm-machinelearning

Regression Training related configuration.

Extends

TrainingSettings

Properties

allowedTrainingAlgorithms	Allowed models for regression task.
blockedTrainingAlgorithms	Blocked models for regression task.

Inherited Properties

enableDnnTraining	Enable recommendation of DNN models.
enableModelExplainability	Flag to turn on explainability on best model.
enableOnnxCompatibleModels	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.
stackEnsembleSettings	Stack ensemble settings for stack ensemble run.

Property Details

allowedTrainingAlgorithms

Allowed models for regression task.

allowedTrainingAlgorithms?: string[]

Property Value

string[]

blockedTrainingAlgorithms

Blocked models for regression task.

blockedTrainingAlgorithms?: string[]

Property Value

string[]

Inherited Property Details

enableDnnTraining

Enable recommendation of DNN models.

enableDnnTraining?: boolean

Property Value

boolean

Inherited From TrainingSettings.enableDnnTraining

enableModelExplainability

Flag to turn on explainability on best model.

enableModelExplainability?: boolean

Property Value

boolean

Inherited From TrainingSettings.enableModelExplainability

enableOnnxCompatibleModels

Flag for enabling onnx compatible models.

enableOnnxCompatibleModels?: boolean

Property Value

boolean

Inherited From TrainingSettings.enableOnnxCompatibleModels

enableStackEnsemble

Enable stack ensemble run.

enableStackEnsemble?: boolean

Property Value

boolean

Inherited From TrainingSettings.enableStackEnsemble

enableVoteEnsemble

Enable voting ensemble run.

enableVoteEnsemble?: boolean

Property Value

boolean

Inherited From TrainingSettings.enableVoteEnsemble

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.

ensembleModelDownloadTimeout?: string

Property Value

string

Inherited From TrainingSettings.ensembleModelDownloadTimeout

stackEnsembleSettings

Stack ensemble settings for stack ensemble run.

stackEnsembleSettings?: StackEnsembleSettings

Property Value

StackEnsembleSettings

Inherited From TrainingSettings.stackEnsembleSettings