Class DataSettings
- java.lang.Object
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- com.azure.resourcemanager.machinelearning.models.DataSettings
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- Direct Known Subclasses:
ImageVerticalDataSettings
,NlpVerticalDataSettings
,TableVerticalDataSettings
public class DataSettings extends Object
Collection of registered Tabular Dataset Ids and other data settings required for training and validating models.
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Constructor Summary
Constructors Constructor Description DataSettings()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description String
targetColumnName()
Get the targetColumnName property: [Required] Target column name: This is prediction values column.TestDataSettings
testData()
Get the testData property: Test data input.TrainingDataSettings
trainingData()
Get the trainingData property: [Required] Training data input.void
validate()
Validates the instance.DataSettings
withTargetColumnName(String targetColumnName)
Set the targetColumnName property: [Required] Target column name: This is prediction values column.DataSettings
withTestData(TestDataSettings testData)
Set the testData property: Test data input.DataSettings
withTrainingData(TrainingDataSettings trainingData)
Set the trainingData property: [Required] Training data input.
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Method Detail
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targetColumnName
public String targetColumnName()
Get the targetColumnName property: [Required] Target column name: This is prediction values column. Also known as label column name in context of classification tasks.- Returns:
- the targetColumnName value.
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withTargetColumnName
public DataSettings withTargetColumnName(String targetColumnName)
Set the targetColumnName property: [Required] Target column name: This is prediction values column. Also known as label column name in context of classification tasks.- Parameters:
targetColumnName
- the targetColumnName value to set.- Returns:
- the DataSettings object itself.
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testData
public TestDataSettings testData()
Get the testData property: Test data input.- Returns:
- the testData value.
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withTestData
public DataSettings withTestData(TestDataSettings testData)
Set the testData property: Test data input.- Parameters:
testData
- the testData value to set.- Returns:
- the DataSettings object itself.
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trainingData
public TrainingDataSettings trainingData()
Get the trainingData property: [Required] Training data input.- Returns:
- the trainingData value.
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withTrainingData
public DataSettings withTrainingData(TrainingDataSettings trainingData)
Set the trainingData property: [Required] Training data input.- Parameters:
trainingData
- the trainingData value to set.- Returns:
- the DataSettings object itself.
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validate
public void validate()
Validates the instance.- Throws:
IllegalArgumentException
- thrown if the instance is not valid.
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