Package com.azure.resourcemanager.machinelearning.models

Class TableVerticalDataSettings

java.lang.Object

com.azure.resourcemanager.machinelearning.models.DataSettings

com.azure.resourcemanager.machinelearning.models.TableVerticalDataSettings

public final class TableVerticalDataSettings
extends DataSettings

Class for data inputs.

Constructor Summary

Constructors

Constructor	Description
TableVerticalDataSettings()

Method Summary

Modifier and Type	Method	Description
void	validate()	Validates the instance.
TableVerticalValidationDataSettings	validationData()	Get the validationData property: Validation data inputs.
String	weightColumnName()	Get the weightColumnName property: The name of the sample weight column.
TableVerticalDataSettings	withTargetColumnName(String targetColumnName)	Set the targetColumnName property: [Required] Target column name: This is prediction values column.
TableVerticalDataSettings	withTestData(TestDataSettings testData)	Set the testData property: Test data input.
TableVerticalDataSettings	withTrainingData(TrainingDataSettings trainingData)	Set the trainingData property: [Required] Training data input.
TableVerticalDataSettings	withValidationData(TableVerticalValidationDataSettings validationData)	Set the validationData property: Validation data inputs.
TableVerticalDataSettings	withWeightColumnName(String weightColumnName)	Set the weightColumnName property: The name of the sample weight column.

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

targetColumnName, testData, trainingData

Methods inherited from class java.lang.Object

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

Constructor Detail

TableVerticalDataSettings

public TableVerticalDataSettings()

Method Detail

validationData

public TableVerticalValidationDataSettings validationData()

Get the validationData property: Validation data inputs.

Returns:

the validationData value.

withValidationData

public TableVerticalDataSettings withValidationData(TableVerticalValidationDataSettings validationData)

Set the validationData property: Validation data inputs.

Parameters:

validationData - the validationData value to set.

Returns:

the TableVerticalDataSettings object itself.

weightColumnName

public String weightColumnName()

Get the weightColumnName property: The name of the sample weight column. Automated ML supports a weighted column as an input, causing rows in the data to be weighted up or down.

Returns:

the weightColumnName value.

withWeightColumnName

public TableVerticalDataSettings withWeightColumnName(String weightColumnName)

Set the weightColumnName property: The name of the sample weight column. Automated ML supports a weighted column as an input, causing rows in the data to be weighted up or down.

Parameters:

weightColumnName - the weightColumnName value to set.

Returns:

the TableVerticalDataSettings object itself.

withTargetColumnName

public TableVerticalDataSettings 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.

Overrides:

withTargetColumnName in class DataSettings

Parameters:

targetColumnName - the targetColumnName value to set.

Returns:

the DataSettings object itself.

withTestData

public TableVerticalDataSettings withTestData(TestDataSettings testData)

Set the testData property: Test data input.

Overrides:

withTestData in class DataSettings

Parameters:

testData - the testData value to set.

Returns:

the DataSettings object itself.

withTrainingData

public TableVerticalDataSettings withTrainingData(TrainingDataSettings trainingData)

Set the trainingData property: [Required] Training data input.

Overrides:

withTrainingData in class DataSettings

Parameters:

trainingData - the trainingData value to set.

Returns:

the DataSettings object itself.

validate

public void validate()

Validates the instance.

Overrides:

validate in class DataSettings

Throws:

IllegalArgumentException - thrown if the instance is not valid.