📄 Source: XPSTextExtractionEvaluationMetrics.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 XPSTextExtractionEvaluationMetrics extends \Google\Collection
{
protected $collection_key = 'confidenceMetricsEntries';
protected $bestF1ConfidenceMetricsType = XPSConfidenceMetricsEntry::class;
protected $bestF1ConfidenceMetricsDataType = '';
protected $confidenceMetricsEntriesType = XPSConfidenceMetricsEntry::class;
protected $confidenceMetricsEntriesDataType = 'array';
protected $confusionMatrixType = XPSConfusionMatrix::class;
protected $confusionMatrixDataType = '';
protected $perLabelConfidenceMetricsType = XPSConfidenceMetricsEntry::class;
protected $perLabelConfidenceMetricsDataType = 'map';
/**
* Values are at the highest F1 score on the precision-recall curve. Only
* confidence_threshold, recall, precision, and f1_score will be set.
*
* @deprecated
* @param XPSConfidenceMetricsEntry $bestF1ConfidenceMetrics
*/
public function setBestF1ConfidenceMetrics(XPSConfidenceMetricsEntry $bestF1ConfidenceMetrics)
{
$this->bestF1ConfidenceMetrics = $bestF1ConfidenceMetrics;
}
/**
* @deprecated
* @return XPSConfidenceMetricsEntry
*/
public function getBestF1ConfidenceMetrics()
{
return $this->bestF1ConfidenceMetrics;
}
/**
* If the enclosing EvaluationMetrics.label is empty,
* confidence_metrics_entries is an evaluation of the entire model across all
* labels. If the enclosing EvaluationMetrics.label is set,
* confidence_metrics_entries applies to that label.
*
* @param XPSConfidenceMetricsEntry[] $confidenceMetricsEntries
*/
public function setConfidenceMetricsEntries($confidenceMetricsEntries)
{
$this->confidenceMetricsEntries = $confidenceMetricsEntries;
}
/**
* @return XPSConfidenceMetricsEntry[]
*/
public function getConfidenceMetricsEntries()
{
return $this->confidenceMetricsEntries;
}
/**
* Confusion matrix of the model, at the default confidence threshold (0.0).
* Only set for whole-model 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;
}
/**
* Only recall, precision, and f1_score will be set.
*
* @deprecated
* @param XPSConfidenceMetricsEntry[] $perLabelConfidenceMetrics
*/
public function setPerLabelConfidenceMetrics($perLabelConfidenceMetrics)
{
$this->perLabelConfidenceMetrics = $perLabelConfidenceMetrics;
}
/**
* @deprecated
* @return XPSConfidenceMetricsEntry[]
*/
public function getPerLabelConfidenceMetrics()
{
return $this->perLabelConfidenceMetrics;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(XPSTextExtractionEvaluationMetrics::class, 'Google_Service_CloudNaturalLanguage_XPSTextExtractionEvaluationMetrics');
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