Google Cloud Ai Platform V1 Client - Class FeatureHistoricStatsAnomalies (1.11.0)

Version 1.11.0

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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