Package com.azure.resourcemanager.machinelearning.models

Class TableVerticalValidationDataSettings

java.lang.Object

com.azure.resourcemanager.machinelearning.models.ValidationDataSettings

com.azure.resourcemanager.machinelearning.models.TableVerticalValidationDataSettings

public final class TableVerticalValidationDataSettings
extends ValidationDataSettings

Validation settings for AutoML Table vertical tasks - Classification/Regression/Forecasting.

Constructor Summary

Constructors

Constructor	Description
TableVerticalValidationDataSettings()

Method Summary

Modifier and Type	Method	Description
List<String>	cvSplitColumnNames()	Get the cvSplitColumnNames property: Columns to use for CVSplit data.
NCrossValidations	nCrossValidations()	Get the nCrossValidations property: Number of cross validation folds to be applied on training dataset when validation dataset is not provided.
void	validate()	Validates the instance.
TableVerticalValidationDataSettings	withCvSplitColumnNames(List<String> cvSplitColumnNames)	Set the cvSplitColumnNames property: Columns to use for CVSplit data.
TableVerticalValidationDataSettings	withData(MLTableJobInput data)	Set the data property: Validation data MLTable.
TableVerticalValidationDataSettings	withNCrossValidations(NCrossValidations nCrossValidations)	Set the nCrossValidations property: Number of cross validation folds to be applied on training dataset when validation dataset is not provided.
TableVerticalValidationDataSettings	withValidationDataSize(Double validationDataSize)	Set the validationDataSize property: The fraction of training dataset that needs to be set aside for validation purpose.

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

data, validationDataSize

Methods inherited from class java.lang.Object

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

Constructor Detail

TableVerticalValidationDataSettings

public TableVerticalValidationDataSettings()

Method Detail

cvSplitColumnNames

public List<String> cvSplitColumnNames()

Get the cvSplitColumnNames property: Columns to use for CVSplit data.

Returns:

the cvSplitColumnNames value.

withCvSplitColumnNames

public TableVerticalValidationDataSettings withCvSplitColumnNames(List<String> cvSplitColumnNames)

Set the cvSplitColumnNames property: Columns to use for CVSplit data.

Parameters:

cvSplitColumnNames - the cvSplitColumnNames value to set.

Returns:

the TableVerticalValidationDataSettings object itself.

nCrossValidations

public NCrossValidations nCrossValidations()

Get the nCrossValidations property: Number of cross validation folds to be applied on training dataset when validation dataset is not provided.

Returns:

the nCrossValidations value.

withNCrossValidations

public TableVerticalValidationDataSettings withNCrossValidations(NCrossValidations nCrossValidations)

Set the nCrossValidations property: Number of cross validation folds to be applied on training dataset when validation dataset is not provided.

Parameters:

nCrossValidations - the nCrossValidations value to set.

Returns:

the TableVerticalValidationDataSettings object itself.

withData

public TableVerticalValidationDataSettings withData(MLTableJobInput data)

Set the data property: Validation data MLTable.

Overrides:

withData in class ValidationDataSettings

Parameters:

data - the data value to set.

Returns:

the ValidationDataSettings object itself.

withValidationDataSize

public TableVerticalValidationDataSettings withValidationDataSize(Double validationDataSize)

Set the validationDataSize property: 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.

Overrides:

withValidationDataSize in class ValidationDataSettings

Parameters:

validationDataSize - the validationDataSize value to set.

Returns:

the ValidationDataSettings object itself.

validate

public void validate()

Validates the instance.

Overrides:

validate in class ValidationDataSettings

Throws:

IllegalArgumentException - thrown if the instance is not valid.