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.
| 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 | |