Google Cloud Ai Platform V1 Client - Class ModelMonitoringStatsAnomalies (0.11.1)

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
NameDescription
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
TypeDescription
int

setObjective

Model Monitoring Objective those stats and anomalies belonging to.

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getDeployedModelId

Deployed Model ID.

Returns
TypeDescription
string

setDeployedModelId

Deployed Model ID.

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getAnomalyCount

Number of anomalies within all stats.

Returns
TypeDescription
int

setAnomalyCount

Number of anomalies within all stats.

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getFeatureStats

A list of historical Stats and Anomalies generated for all Features.

Returns
TypeDescription
Google\Protobuf\Internal\RepeatedField

setFeatureStats

A list of historical Stats and Anomalies generated for all Features.

Parameter
NameDescription
var array<Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
Returns
TypeDescription
$this