google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig
*/
class ExplanationConfig extends \Google\Protobuf\Internal\Message
{
/**
* If want to analyze the Vertex Explainable AI feature attribute scores or
* not. If set to true, Vertex AI will log the feature attributions from
* explain response and do the skew/drift detection for them.
*
* Generated from protobuf field bool enable_feature_attributes = 1;
*/
private $enable_feature_attributes = false;
/**
* Predictions generated by the BatchPredictionJob using baseline dataset.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
*/
private $explanation_baseline = null;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type bool $enable_feature_attributes
* If want to analyze the Vertex Explainable AI feature attribute scores or
* not. If set to true, Vertex AI will log the feature attributions from
* explain response and do the skew/drift detection for them.
* @type \Google\Cloud\AIPlatform\V1\ModelMonitoringObjectiveConfig\ExplanationConfig\ExplanationBaseline $explanation_baseline
* Predictions generated by the BatchPredictionJob using baseline dataset.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\ModelMonitoring::initOnce();
parent::__construct($data);
}
/**
* If want to analyze the Vertex Explainable AI feature attribute scores or
* not. If set to true, Vertex AI will log the feature attributions from
* explain response and do the skew/drift detection for them.
*
* Generated from protobuf field bool enable_feature_attributes = 1;
* @return bool
*/
public function getEnableFeatureAttributes()
{
return $this->enable_feature_attributes;
}
/**
* If want to analyze the Vertex Explainable AI feature attribute scores or
* not. If set to true, Vertex AI will log the feature attributions from
* explain response and do the skew/drift detection for them.
*
* Generated from protobuf field bool enable_feature_attributes = 1;
* @param bool $var
* @return $this
*/
public function setEnableFeatureAttributes($var)
{
GPBUtil::checkBool($var);
$this->enable_feature_attributes = $var;
return $this;
}
/**
* Predictions generated by the BatchPredictionJob using baseline dataset.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
* @return \Google\Cloud\AIPlatform\V1\ModelMonitoringObjectiveConfig\ExplanationConfig\ExplanationBaseline|null
*/
public function getExplanationBaseline()
{
return $this->explanation_baseline;
}
public function hasExplanationBaseline()
{
return isset($this->explanation_baseline);
}
public function clearExplanationBaseline()
{
unset($this->explanation_baseline);
}
/**
* Predictions generated by the BatchPredictionJob using baseline dataset.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
* @param \Google\Cloud\AIPlatform\V1\ModelMonitoringObjectiveConfig\ExplanationConfig\ExplanationBaseline $var
* @return $this
*/
public function setExplanationBaseline($var)
{
GPBUtil::checkMessage($var, \Google\Cloud\AIPlatform\V1\ModelMonitoringObjectiveConfig\ExplanationConfig\ExplanationBaseline::class);
$this->explanation_baseline = $var;
return $this;
}
}