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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 \ ModelMethods
__construct
Constructor.
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.
int|string
setTrainingDataItemsCount
Number of DataItems that were used for training this Model.
var
int|string
$this
getValidationDataItemsCount
Number of DataItems that were used for validating this Model during training.
int|string
setValidationDataItemsCount
Number of DataItems that were used for validating this Model during training.
var
int|string
$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.
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.
var
int|string
$this
getTrainingAnnotationsCount
Number of Annotations that are used for training this Model.
int|string
setTrainingAnnotationsCount
Number of Annotations that are used for training this Model.
var
int|string
$this
getValidationAnnotationsCount
Number of Annotations that are used for validating this Model during training.
int|string
setValidationAnnotationsCount
Number of Annotations that are used for validating this Model during training.
var
int|string
$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.
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.
var
int|string
$this
