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TextClassificationMultilabel interface

Package:
@azure/arm-machinelearning

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

Extends

NlpVertical,AutoMLVertical

Properties

primaryMetric

Primary metric for Text-Classification-Multilabel task. Currently only Accuracy is supported as primary metric, hence user need not set it explicitly. NOTE: This property will not be serialized. It can only be populated by the server.
taskType

Polymorphic discriminator, which specifies the different types this object can be

Inherited Properties

featurizationSettings

Featurization inputs needed for AutoML job.
limitSettings

Execution constraints for AutoMLJob.
logVerbosity

Log verbosity for the job.
targetColumnName

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

[Required] Training data input.
validationData

Validation data inputs.

Property Details

primaryMetric

Primary metric for Text-Classification-Multilabel task. Currently only Accuracy is supported as primary metric, hence user need not set it explicitly. NOTE: This property will not be serialized. It can only be populated by the server.

primaryMetric?: string

Property Value

string

taskType

Polymorphic discriminator, which specifies the different types this object can be

taskType: "TextClassificationMultilabel"

Property Value

"TextClassificationMultilabel"

Inherited Property Details

featurizationSettings

Featurization inputs needed for AutoML job.

featurizationSettings?: NlpVerticalFeaturizationSettings

Property Value

NlpVerticalFeaturizationSettings

Inherited From NlpVertical.featurizationSettings

limitSettings

Execution constraints for AutoMLJob.

limitSettings?: NlpVerticalLimitSettings

Property Value

NlpVerticalLimitSettings

Inherited From NlpVertical.limitSettings

logVerbosity

Log verbosity for the job.

logVerbosity?: string

Property Value

string

Inherited From AutoMLVertical.logVerbosity

targetColumnName

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

targetColumnName?: string

Property Value

string

Inherited From AutoMLVertical.targetColumnName

trainingData

[Required] Training data input.

trainingData: MLTableJobInput

Property Value

MLTableJobInput

Inherited From AutoMLVertical.trainingData

validationData

Validation data inputs.

validationData?: MLTableJobInput

Property Value

MLTableJobInput

Inherited From NlpVertical.validationData