Package com.azure.resourcemanager.machinelearning.models

Class ImageClassificationBase

java.lang.Object

com.azure.resourcemanager.machinelearning.models.ImageVertical

com.azure.resourcemanager.machinelearning.models.ImageClassificationBase

public class ImageClassificationBase
extends ImageVertical

The ImageClassificationBase model.

Constructor Summary

Constructors

Constructor	Description
ImageClassificationBase()

Method Summary

Modifier and Type	Method	Description
ImageModelSettingsClassification	modelSettings()	Get the modelSettings property: Settings used for training the model.
List<ImageModelDistributionSettingsClassification>	searchSpace()	Get the searchSpace property: Search space for sampling different combinations of models and their hyperparameters.
void	validate()	Validates the instance.
ImageClassificationBase	withDataSettings(ImageVerticalDataSettings dataSettings)	Set the dataSettings property: [Required] Collection of registered Tabular Dataset Ids and other data settings required for training and validating models.
ImageClassificationBase	withLimitSettings(ImageLimitSettings limitSettings)	Set the limitSettings property: [Required] Limit settings for the AutoML job.
ImageClassificationBase	withModelSettings(ImageModelSettingsClassification modelSettings)	Set the modelSettings property: Settings used for training the model.
ImageClassificationBase	withSearchSpace(List<ImageModelDistributionSettingsClassification> searchSpace)	Set the searchSpace property: Search space for sampling different combinations of models and their hyperparameters.
ImageClassificationBase	withSweepSettings(ImageSweepSettings sweepSettings)	Set the sweepSettings property: Model sweeping and hyperparameter sweeping related settings.

Methods inherited from class com.azure.resourcemanager.machinelearning.models.ImageVertical

dataSettings, limitSettings, sweepSettings

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ImageClassificationBase

public ImageClassificationBase()

Method Detail

modelSettings

public ImageModelSettingsClassification modelSettings()

Get the modelSettings property: Settings used for training the model.

Returns:

the modelSettings value.

withModelSettings

public ImageClassificationBase withModelSettings(ImageModelSettingsClassification modelSettings)

Set the modelSettings property: Settings used for training the model.

Parameters:

modelSettings - the modelSettings value to set.

Returns:

the ImageClassificationBase object itself.

searchSpace

public List<ImageModelDistributionSettingsClassification> searchSpace()

Get the searchSpace property: Search space for sampling different combinations of models and their hyperparameters.

Returns:

the searchSpace value.

withSearchSpace

public ImageClassificationBase withSearchSpace(List<ImageModelDistributionSettingsClassification> searchSpace)

Set the searchSpace property: Search space for sampling different combinations of models and their hyperparameters.

Parameters:

searchSpace - the searchSpace value to set.

Returns:

the ImageClassificationBase object itself.

withDataSettings

public ImageClassificationBase withDataSettings(ImageVerticalDataSettings dataSettings)

Set the dataSettings property: [Required] Collection of registered Tabular Dataset Ids and other data settings required for training and validating models.

Overrides:

withDataSettings in class ImageVertical

Parameters:

dataSettings - the dataSettings value to set.

Returns:

the ImageVertical object itself.

withLimitSettings

public ImageClassificationBase withLimitSettings(ImageLimitSettings limitSettings)

Set the limitSettings property: [Required] Limit settings for the AutoML job.

Overrides:

withLimitSettings in class ImageVertical

Parameters:

limitSettings - the limitSettings value to set.

Returns:

the ImageVertical object itself.

withSweepSettings

public ImageClassificationBase withSweepSettings(ImageSweepSettings sweepSettings)

Set the sweepSettings property: Model sweeping and hyperparameter sweeping related settings.

Overrides:

withSweepSettings in class ImageVertical

Parameters:

sweepSettings - the sweepSettings value to set.

Returns:

the ImageVertical object itself.

validate

public void validate()

Validates the instance.

Overrides:

validate in class ImageVertical

Throws:

IllegalArgumentException - thrown if the instance is not valid.