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
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| 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<ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
A list of historical Stats and Anomalies generated for all Features. |
getObjective
Model Monitoring Objective those stats and anomalies belonging to.
| Returns | |
|---|---|
| Type | Description |
int |
|
setObjective
Model Monitoring Objective those stats and anomalies belonging to.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getDeployedModelId
Deployed Model ID.
| Returns | |
|---|---|
| Type | Description |
string |
|
setDeployedModelId
Deployed Model ID.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getAnomalyCount
Number of anomalies within all stats.
| Returns | |
|---|---|
| Type | Description |
int |
|
setAnomalyCount
Number of anomalies within all stats.
| Parameter | |
|---|---|
| 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 | |
|---|---|
| Name | Description |
var |
array<ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
|
| Returns | |
|---|---|
| Type | Description |
$this |
|