pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.outputs/RegressionTrainingSettingsResponse

RegressionTrainingSettingsResponse

data class RegressionTrainingSettingsResponse(val allowedTrainingAlgorithms: List<String>? = null, val blockedTrainingAlgorithms: List<String>? = null, val enableDnnTraining: Boolean? = null, val enableModelExplainability: Boolean? = null, val enableOnnxCompatibleModels: Boolean? = null, val enableStackEnsemble: Boolean? = null, val enableVoteEnsemble: Boolean? = null, val ensembleModelDownloadTimeout: String? = null, val stackEnsembleSettings: StackEnsembleSettingsResponse? = null)

Regression Training related configuration.

Constructors

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fun RegressionTrainingSettingsResponse(allowedTrainingAlgorithms: List<String>? = null, blockedTrainingAlgorithms: List<String>? = null, enableDnnTraining: Boolean? = null, enableModelExplainability: Boolean? = null, enableOnnxCompatibleModels: Boolean? = null, enableStackEnsemble: Boolean? = null, enableVoteEnsemble: Boolean? = null, ensembleModelDownloadTimeout: String? = null, stackEnsembleSettings: StackEnsembleSettingsResponse? = null)

Types

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object Companion

Properties

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val allowedTrainingAlgorithms: List<String>? = null

Allowed models for regression task.

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val blockedTrainingAlgorithms: List<String>? = null

Blocked models for regression task.

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val enableDnnTraining: Boolean? = null

Enable recommendation of DNN models.

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val enableModelExplainability: Boolean? = null

Flag to turn on explainability on best model.

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val enableOnnxCompatibleModels: Boolean? = null

Flag for enabling onnx compatible models.

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val enableStackEnsemble: Boolean? = null

Enable stack ensemble run.

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val enableVoteEnsemble: Boolean? = null

Enable voting ensemble run.

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val ensembleModelDownloadTimeout: String? = null

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.

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val stackEnsembleSettings: StackEnsembleSettingsResponse? = null

Stack ensemble settings for stack ensemble run.