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ImageClassificationBase interface

  • Reference
Package:
@azure/arm-machinelearning

Abstract class for AutoML tasks that train image (computer vision) models - such as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.

Extends
ImageVertical

Properties

modelSettings

Settings used for training the model.
searchSpace

Search space for sampling different combinations of models and their hyperparameters.

Inherited Properties

limitSettings

[Required] Limit settings for the AutoML job.
sweepSettings

Model sweeping and hyperparameter sweeping related settings.
validationData

Validation data inputs.
validationDataSize

The fraction of training dataset that needs to be set aside for validation purpose. Values between (0.0 , 1.0) Applied when validation dataset is not provided.

Property Details

modelSettings

Settings used for training the model.

modelSettings?: ImageModelSettingsClassification

Property Value

ImageModelSettingsClassification

searchSpace

Search space for sampling different combinations of models and their hyperparameters.

searchSpace?: ImageModelDistributionSettingsClassification[]

Property Value

ImageModelDistributionSettingsClassification[]

Inherited Property Details

limitSettings

[Required] Limit settings for the AutoML job.

limitSettings: ImageLimitSettings

Property Value

ImageLimitSettings

Inherited From ImageVertical.limitSettings

sweepSettings

Model sweeping and hyperparameter sweeping related settings.

sweepSettings?: ImageSweepSettings

Property Value

ImageSweepSettings

Inherited From ImageVertical.sweepSettings

validationData

Validation data inputs.

validationData?: MLTableJobInput

Property Value

MLTableJobInput

Inherited From ImageVertical.validationData

validationDataSize

The fraction of training dataset that needs to be set aside for validation purpose. Values between (0.0 , 1.0) Applied when validation dataset is not provided.

validationDataSize?: number

Property Value

number

Inherited From ImageVertical.validationDataSize