📄 Source: XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry.php
<?php
/*
* Copyright 2014 Google Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
namespace Google\Service\CloudNaturalLanguage;
class XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry extends \Google\Model
{
/**
* The confidence threshold value used to compute the metrics.
*
* @var float
*/
public $confidenceThreshold;
protected $confusionMatrixType = XPSConfusionMatrix::class;
protected $confusionMatrixDataType = '';
/**
* DSC or the F1 score: The harmonic mean of recall and precision.
*
* @var float
*/
public $diceScoreCoefficient;
/**
* IOU score.
*
* @var float
*/
public $iouScore;
/**
* Precision for the given confidence threshold.
*
* @var float
*/
public $precision;
/**
* Recall for the given confidence threshold.
*
* @var float
*/
public $recall;
/**
* The confidence threshold value used to compute the metrics.
*
* @param float $confidenceThreshold
*/
public function setConfidenceThreshold($confidenceThreshold)
{
$this->confidenceThreshold = $confidenceThreshold;
}
/**
* @return float
*/
public function getConfidenceThreshold()
{
return $this->confidenceThreshold;
}
/**
* Confusion matrix of the per confidence_threshold evaluation. Pixel counts
* are set here. Only set for model level evaluation, not for evaluation per
* label.
*
* @param XPSConfusionMatrix $confusionMatrix
*/
public function setConfusionMatrix(XPSConfusionMatrix $confusionMatrix)
{
$this->confusionMatrix = $confusionMatrix;
}
/**
* @return XPSConfusionMatrix
*/
public function getConfusionMatrix()
{
return $this->confusionMatrix;
}
/**
* DSC or the F1 score: The harmonic mean of recall and precision.
*
* @param float $diceScoreCoefficient
*/
public function setDiceScoreCoefficient($diceScoreCoefficient)
{
$this->diceScoreCoefficient = $diceScoreCoefficient;
}
/**
* @return float
*/
public function getDiceScoreCoefficient()
{
return $this->diceScoreCoefficient;
}
/**
* IOU score.
*
* @param float $iouScore
*/
public function setIouScore($iouScore)
{
$this->iouScore = $iouScore;
}
/**
* @return float
*/
public function getIouScore()
{
return $this->iouScore;
}
/**
* Precision for the given confidence threshold.
*
* @param float $precision
*/
public function setPrecision($precision)
{
$this->precision = $precision;
}
/**
* @return float
*/
public function getPrecision()
{
return $this->precision;
}
/**
* Recall for the given confidence threshold.
*
* @param float $recall
*/
public function setRecall($recall)
{
$this->recall = $recall;
}
/**
* @return float
*/
public function getRecall()
{
return $this->recall;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry::class, 'Google_Service_CloudNaturalLanguage_XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry');
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