Google Cloud Ai Platform V1 Client - Class DataStats (0.29.0)

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

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

Parameter
Name	Description
`var`	`int\|string`

Returns
Type	Description
`$this`