Google Cloud Ai Platform V1 Client - Class ModelMonitoringStatsAnomalies (1.5.0)

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 \ V1

Methods

__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<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
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<Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
Returns
Type Description
$this