Google Cloud Ai Platform V1 Client - Class FeatureHistoricStatsAnomalies (0.28.0)

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
NameDescription
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
TypeDescription
string

setFeatureDisplayName

Display Name of the Feature.

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getThreshold

Threshold for anomaly detection.

Returns
TypeDescription
Google\Cloud\AIPlatform\V1\ThresholdConfig|null

hasThreshold

clearThreshold

setThreshold

Threshold for anomaly detection.

Parameter
NameDescription
var Google\Cloud\AIPlatform\V1\ThresholdConfig
Returns
TypeDescription
$this

getTrainingStats

Stats calculated for the Training Dataset.

Returns
TypeDescription
Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly|null

hasTrainingStats

clearTrainingStats

setTrainingStats

Stats calculated for the Training Dataset.

Parameter
NameDescription
var Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly
Returns
TypeDescription
$this

getPredictionStats

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

Returns
TypeDescription
Google\Protobuf\Internal\RepeatedField

setPredictionStats

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

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