Google Cloud Ai Platform V1 Client - Class FeatureHistoricStatsAnomalies (1.4.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class FeatureHistoricStatsAnomalies.

Historical Stats (and Anomalies) for a specific Feature.

Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

Namespace

Google \ Cloud \ AIPlatform \ V1 \ ModelMonitoringStatsAnomalies

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.

↳ feature_display_name string

Display Name of the Feature.

↳ threshold Google\Cloud\AIPlatform\V1\ThresholdConfig

Threshold for anomaly detection.

↳ training_stats Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly

Stats calculated for the Training Dataset.

↳ prediction_stats array<Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly>

A list of historical stats generated by different time window's Prediction Dataset.

getFeatureDisplayName

Display Name of the Feature.

Returns
Type Description
string

setFeatureDisplayName

Display Name of the Feature.

Parameter
Name Description
var string
Returns
Type Description
$this

getThreshold

Threshold for anomaly detection.

Returns
Type Description
Google\Cloud\AIPlatform\V1\ThresholdConfig|null

hasThreshold

clearThreshold

setThreshold

Threshold for anomaly detection.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\ThresholdConfig
Returns
Type Description
$this

getTrainingStats

Stats calculated for the Training Dataset.

Returns
Type Description
Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly|null

hasTrainingStats

clearTrainingStats

setTrainingStats

Stats calculated for the Training Dataset.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly
Returns
Type Description
$this

getPredictionStats

A list of historical stats generated by different time window's Prediction Dataset.

Returns
Type Description
Google\Protobuf\Internal\RepeatedField

setPredictionStats

A list of historical stats generated by different time window's Prediction Dataset.

Parameter
Name Description
var array<Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly>
Returns
Type Description
$this