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

TextClassificationMultilabelResponse

data class TextClassificationMultilabelResponse(val featurizationSettings: NlpVerticalFeaturizationSettingsResponse? = null, val limitSettings: NlpVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val primaryMetric: String, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null)

Text Classification Multilabel task in AutoML NLP vertical. NLP - Natural Language Processing.

Constructors

TextClassificationMultilabelResponse

fun TextClassificationMultilabelResponse(featurizationSettings: NlpVerticalFeaturizationSettingsResponse? = null, limitSettings: NlpVerticalLimitSettingsResponse? = null, logVerbosity: String? = null, primaryMetric: String, targetColumnName: String? = null, taskType: String, trainingData: MLTableJobInputResponse, validationData: MLTableJobInputResponse? = null)

Types

object Companion

Properties

featurizationSettings

val featurizationSettings: NlpVerticalFeaturizationSettingsResponse? = null

Featurization inputs needed for AutoML job.

val limitSettings: NlpVerticalLimitSettingsResponse? = null

Execution constraints for AutoMLJob.

val logVerbosity: String? = null

Log verbosity for the job.

val primaryMetric: String

Primary metric for Text-Classification-Multilabel task. Currently only Accuracy is supported as primary metric, hence user need not set it explicitly.

targetColumnName

val targetColumnName: String? = null

Target column name: This is prediction values column. Also known as label column name in context of classification tasks.

val taskType: String

AutoMLJob Task type. Expected value is 'TextClassificationMultilabel'.

val trainingData: MLTableJobInputResponse

Required Training data input.

val validationData: MLTableJobInputResponse? = null

Validation data inputs.