Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ModelMonitoringStatsAnomalies.
Statistics and anomalies generated by Model Monitoring.
Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies
Methods
__construct
Constructor.
Parameters | |
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Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ objective |
int
Model Monitoring Objective those stats and anomalies belonging to. |
↳ deployed_model_id |
string
Deployed Model ID. |
↳ anomaly_count |
int
Number of anomalies within all stats. |
↳ feature_stats |
array<Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
A list of historical Stats and Anomalies generated for all Features. |
getObjective
Model Monitoring Objective those stats and anomalies belonging to.
Returns | |
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Type | Description |
int |
setObjective
Model Monitoring Objective those stats and anomalies belonging to.
Parameter | |
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Name | Description |
var |
int
|
Returns | |
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Type | Description |
$this |
getDeployedModelId
Deployed Model ID.
Returns | |
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Type | Description |
string |
setDeployedModelId
Deployed Model ID.
Parameter | |
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Name | Description |
var |
string
|
Returns | |
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Type | Description |
$this |
getAnomalyCount
Number of anomalies within all stats.
Returns | |
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Type | Description |
int |
setAnomalyCount
Number of anomalies within all stats.
Parameter | |
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Name | Description |
var |
int
|
Returns | |
---|---|
Type | Description |
$this |
getFeatureStats
A list of historical Stats and Anomalies generated for all Features.
Returns | |
---|---|
Type | Description |
Google\Protobuf\Internal\RepeatedField |
setFeatureStats
A list of historical Stats and Anomalies generated for all Features.
Parameter | |
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Name | Description |
var |
array<Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
|
Returns | |
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Type | Description |
$this |