Google Cloud Ai Platform V1 Client - Class DataStats (1.7.0)

Version 1.7.0

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class DataStats.

Stats of data used for train or evaluate the Model.

Generated from protobuf message google.cloud.aiplatform.v1.Model.DataStats

Namespace

Google \ Cloud \ AIPlatform \ V1 \ Model

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ training_data_items_count	int|string Number of DataItems that were used for training this Model.
↳ validation_data_items_count	int|string Number of DataItems that were used for validating this Model during training.
↳ test_data_items_count	int|string Number of DataItems that were used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test DataItems used by the first evaluation. If the Model is not evaluated, the number is 0.
↳ training_annotations_count	int|string Number of Annotations that are used for training this Model.
↳ validation_annotations_count	int|string Number of Annotations that are used for validating this Model during training.
↳ test_annotations_count	int|string Number of Annotations that are used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test Annotations used by the first evaluation. If the Model is not evaluated, the number is 0.

getTrainingDataItemsCount

Number of DataItems that were used for training this Model.

Returns
Type	Description
int|string

setTrainingDataItemsCount

Number of DataItems that were used for training this Model.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getValidationDataItemsCount

Number of DataItems that were used for validating this Model during training.

Returns
Type	Description
int|string

setValidationDataItemsCount

Number of DataItems that were used for validating this Model during training.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getTestDataItemsCount

Number of DataItems that were used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test DataItems used by the first evaluation. If the Model is not evaluated, the number is 0.

Returns
Type	Description
int|string

setTestDataItemsCount

Number of DataItems that were used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test DataItems used by the first evaluation. If the Model is not evaluated, the number is 0.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getTrainingAnnotationsCount

Number of Annotations that are used for training this Model.

Returns
Type	Description
int|string

setTrainingAnnotationsCount

Number of Annotations that are used for training this Model.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getValidationAnnotationsCount

Number of Annotations that are used for validating this Model during training.

Returns
Type	Description
int|string

setValidationAnnotationsCount

Number of Annotations that are used for validating this Model during training.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getTestAnnotationsCount

Number of Annotations that are used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test Annotations used by the first evaluation. If the Model is not evaluated, the number is 0.

Returns
Type	Description
int|string

setTestAnnotationsCount

Number of Annotations that are used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test Annotations used by the first evaluation. If the Model is not evaluated, the number is 0.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this