pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.inputs/ClassificationTrainingSettingsArgs

ClassificationTrainingSettingsArgs

data class ClassificationTrainingSettingsArgs(val allowedTrainingAlgorithms: Output<List<Either<String, ClassificationModels>>>? = null, val blockedTrainingAlgorithms: Output<List<Either<String, ClassificationModels>>>? = null, val enableDnnTraining: Output<Boolean>? = null, val enableModelExplainability: Output<Boolean>? = null, val enableOnnxCompatibleModels: Output<Boolean>? = null, val enableStackEnsemble: Output<Boolean>? = null, val enableVoteEnsemble: Output<Boolean>? = null, val ensembleModelDownloadTimeout: Output<String>? = null, val stackEnsembleSettings: Output<StackEnsembleSettingsArgs>? = null) : ConvertibleToJava<ClassificationTrainingSettingsArgs>

Classification Training related configuration.

Constructors

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fun ClassificationTrainingSettingsArgs(allowedTrainingAlgorithms: Output<List<Either<String, ClassificationModels>>>? = null, blockedTrainingAlgorithms: Output<List<Either<String, ClassificationModels>>>? = null, enableDnnTraining: Output<Boolean>? = null, enableModelExplainability: Output<Boolean>? = null, enableOnnxCompatibleModels: Output<Boolean>? = null, enableStackEnsemble: Output<Boolean>? = null, enableVoteEnsemble: Output<Boolean>? = null, ensembleModelDownloadTimeout: Output<String>? = null, stackEnsembleSettings: Output<StackEnsembleSettingsArgs>? = null)

Functions

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open override fun toJava(): ClassificationTrainingSettingsArgs

Properties

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val allowedTrainingAlgorithms: Output<List<Either<String, ClassificationModels>>>? = null

Allowed models for classification task.

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val blockedTrainingAlgorithms: Output<List<Either<String, ClassificationModels>>>? = null

Blocked models for classification task.

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val enableDnnTraining: Output<Boolean>? = null

Enable recommendation of DNN models.

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val enableModelExplainability: Output<Boolean>? = null

Flag to turn on explainability on best model.

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val enableOnnxCompatibleModels: Output<Boolean>? = null

Flag for enabling onnx compatible models.

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val enableStackEnsemble: Output<Boolean>? = null

Enable stack ensemble run.

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val enableVoteEnsemble: Output<Boolean>? = null

Enable voting ensemble run.

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val ensembleModelDownloadTimeout: Output<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: Output<StackEnsembleSettingsArgs>? = null

Stack ensemble settings for stack ensemble run.