google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain
*/
class FeatureValueDomain extends \Google\Protobuf\Internal\Message
{
/**
* The minimum permissible value for this feature.
*
* Generated from protobuf field float min_value = 1;
*/
private $min_value = 0.0;
/**
* The maximum permissible value for this feature.
*
* Generated from protobuf field float max_value = 2;
*/
private $max_value = 0.0;
/**
* If this input feature has been normalized to a mean value of 0,
* the original_mean specifies the mean value of the domain prior to
* normalization.
*
* Generated from protobuf field float original_mean = 3;
*/
private $original_mean = 0.0;
/**
* If this input feature has been normalized to a standard deviation of
* 1.0, the original_stddev specifies the standard deviation of the domain
* prior to normalization.
*
* Generated from protobuf field float original_stddev = 4;
*/
private $original_stddev = 0.0;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type float $min_value
* The minimum permissible value for this feature.
* @type float $max_value
* The maximum permissible value for this feature.
* @type float $original_mean
* If this input feature has been normalized to a mean value of 0,
* the original_mean specifies the mean value of the domain prior to
* normalization.
* @type float $original_stddev
* If this input feature has been normalized to a standard deviation of
* 1.0, the original_stddev specifies the standard deviation of the domain
* prior to normalization.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\ExplanationMetadata::initOnce();
parent::__construct($data);
}
/**
* The minimum permissible value for this feature.
*
* Generated from protobuf field float min_value = 1;
* @return float
*/
public function getMinValue()
{
return $this->min_value;
}
/**
* The minimum permissible value for this feature.
*
* Generated from protobuf field float min_value = 1;
* @param float $var
* @return $this
*/
public function setMinValue($var)
{
GPBUtil::checkFloat($var);
$this->min_value = $var;
return $this;
}
/**
* The maximum permissible value for this feature.
*
* Generated from protobuf field float max_value = 2;
* @return float
*/
public function getMaxValue()
{
return $this->max_value;
}
/**
* The maximum permissible value for this feature.
*
* Generated from protobuf field float max_value = 2;
* @param float $var
* @return $this
*/
public function setMaxValue($var)
{
GPBUtil::checkFloat($var);
$this->max_value = $var;
return $this;
}
/**
* If this input feature has been normalized to a mean value of 0,
* the original_mean specifies the mean value of the domain prior to
* normalization.
*
* Generated from protobuf field float original_mean = 3;
* @return float
*/
public function getOriginalMean()
{
return $this->original_mean;
}
/**
* If this input feature has been normalized to a mean value of 0,
* the original_mean specifies the mean value of the domain prior to
* normalization.
*
* Generated from protobuf field float original_mean = 3;
* @param float $var
* @return $this
*/
public function setOriginalMean($var)
{
GPBUtil::checkFloat($var);
$this->original_mean = $var;
return $this;
}
/**
* If this input feature has been normalized to a standard deviation of
* 1.0, the original_stddev specifies the standard deviation of the domain
* prior to normalization.
*
* Generated from protobuf field float original_stddev = 4;
* @return float
*/
public function getOriginalStddev()
{
return $this->original_stddev;
}
/**
* If this input feature has been normalized to a standard deviation of
* 1.0, the original_stddev specifies the standard deviation of the domain
* prior to normalization.
*
* Generated from protobuf field float original_stddev = 4;
* @param float $var
* @return $this
*/
public function setOriginalStddev($var)
{
GPBUtil::checkFloat($var);
$this->original_stddev = $var;
return $this;
}
}