php-ml/src/Phpml/IncrementalEstimator.php
David Monllaó e1854d44a2 Partial training base (#78)
* Cost values for multiclass OneVsRest uses

* Partial training interface

* Reduce linear classifiers memory usage

* Testing partial training and isolated training

* Partial trainer naming switched to incremental estimator

Other changes according to review's feedback.

* Clean optimization data once optimize is finished

* Abstract resetBinary
2017-04-19 22:26:31 +02:00

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PHP

<?php
declare(strict_types=1);
namespace Phpml;
interface IncrementalEstimator
{
/**
* @param array $samples
* @param array $targets
* @param array $labels
*/
public function partialTrain(array $samples, array $targets, array $labels = array());
}