Class ImageClassificationBase
- java.lang.Object
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- com.azure.resourcemanager.machinelearning.models.ImageVertical
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- com.azure.resourcemanager.machinelearning.models.ImageClassificationBase
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public class ImageClassificationBase extends ImageVertical
The ImageClassificationBase model.
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Constructor Summary
Constructors Constructor Description ImageClassificationBase()
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Method Summary
All Methods Instance Methods Concrete Methods 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
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Method Detail
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modelSettings
public ImageModelSettingsClassification modelSettings()
Get the modelSettings property: Settings used for training the model.- Returns:
- the modelSettings value.
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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.
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searchSpace
public List<ImageModelDistributionSettingsClassification> searchSpace()
Get the searchSpace property: Search space for sampling different combinations of models and their hyperparameters.- Returns:
- the searchSpace value.
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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.
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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 classImageVertical
- Parameters:
dataSettings
- the dataSettings value to set.- Returns:
- the ImageVertical object itself.
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withLimitSettings
public ImageClassificationBase withLimitSettings(ImageLimitSettings limitSettings)
Set the limitSettings property: [Required] Limit settings for the AutoML job.- Overrides:
withLimitSettings
in classImageVertical
- Parameters:
limitSettings
- the limitSettings value to set.- Returns:
- the ImageVertical object itself.
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withSweepSettings
public ImageClassificationBase withSweepSettings(ImageSweepSettings sweepSettings)
Set the sweepSettings property: Model sweeping and hyperparameter sweeping related settings.- Overrides:
withSweepSettings
in classImageVertical
- Parameters:
sweepSettings
- the sweepSettings value to set.- Returns:
- the ImageVertical object itself.
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validate
public void validate()
Validates the instance.- Overrides:
validate
in classImageVertical
- Throws:
IllegalArgumentException
- thrown if the instance is not valid.
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