TextClassificationMultilabel interface

Package:

@azure/arm-machinelearning

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

Extends

AutoMLVertical

Properties

featurizationSettings	Featurization inputs needed for AutoML job.
limitSettings	Execution constraints for AutoMLJob.
primaryMetric	Primary metric for Text-Classification-Multilabel task. Currently only Accuracy is supported as primary metric, hence user need not set it explicitly.
taskType	[Required] Task type for AutoMLJob.
validationData	Validation data inputs.

Inherited Properties

logVerbosity	Enum for setting log verbosity.
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.

Property Details

featurizationSettings

Featurization inputs needed for AutoML job.

featurizationSettings?: NlpVerticalFeaturizationSettings

Property Value

NlpVerticalFeaturizationSettings

limitSettings

Execution constraints for AutoMLJob.

limitSettings?: NlpVerticalLimitSettings

Property Value

NlpVerticalLimitSettings

primaryMetric

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

primaryMetric?: string

Property Value

string

taskType

[Required] Task type for AutoMLJob.

taskType: "TextClassificationMultilabel"

Property Value

"TextClassificationMultilabel"

validationData

Validation data inputs.

validationData?: MLTableJobInput

Property Value

MLTableJobInput

Inherited Property Details

logVerbosity

Enum for setting log verbosity.

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