📄 Source: GoogleCloudAiplatformV1ActiveLearningConfig.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\Aiplatform;
class GoogleCloudAiplatformV1ActiveLearningConfig extends \Google\Model
{
/**
* Max number of human labeled DataItems.
*
* @var string
*/
public $maxDataItemCount;
/**
* Max percent of total DataItems for human labeling.
*
* @var int
*/
public $maxDataItemPercentage;
protected $sampleConfigType = GoogleCloudAiplatformV1SampleConfig::class;
protected $sampleConfigDataType = '';
protected $trainingConfigType = GoogleCloudAiplatformV1TrainingConfig::class;
protected $trainingConfigDataType = '';
/**
* Max number of human labeled DataItems.
*
* @param string $maxDataItemCount
*/
public function setMaxDataItemCount($maxDataItemCount)
{
$this->maxDataItemCount = $maxDataItemCount;
}
/**
* @return string
*/
public function getMaxDataItemCount()
{
return $this->maxDataItemCount;
}
/**
* Max percent of total DataItems for human labeling.
*
* @param int $maxDataItemPercentage
*/
public function setMaxDataItemPercentage($maxDataItemPercentage)
{
$this->maxDataItemPercentage = $maxDataItemPercentage;
}
/**
* @return int
*/
public function getMaxDataItemPercentage()
{
return $this->maxDataItemPercentage;
}
/**
* Active learning data sampling config. For every active learning labeling
* iteration, it will select a batch of data based on the sampling strategy.
*
* @param GoogleCloudAiplatformV1SampleConfig $sampleConfig
*/
public function setSampleConfig(GoogleCloudAiplatformV1SampleConfig $sampleConfig)
{
$this->sampleConfig = $sampleConfig;
}
/**
* @return GoogleCloudAiplatformV1SampleConfig
*/
public function getSampleConfig()
{
return $this->sampleConfig;
}
/**
* CMLE training config. For every active learning labeling iteration, system
* will train a machine learning model on CMLE. The trained model will be used
* by data sampling algorithm to select DataItems.
*
* @param GoogleCloudAiplatformV1TrainingConfig $trainingConfig
*/
public function setTrainingConfig(GoogleCloudAiplatformV1TrainingConfig $trainingConfig)
{
$this->trainingConfig = $trainingConfig;
}
/**
* @return GoogleCloudAiplatformV1TrainingConfig
*/
public function getTrainingConfig()
{
return $this->trainingConfig;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1ActiveLearningConfig::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1ActiveLearningConfig');
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