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. /** * Regressors interface. * * @package core_analytics * @copyright 2017 David Monllao {@link http://www.davidmonllao.com} * @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later */ namespace core_analytics; defined('MOODLE_INTERNAL') || die(); /** * Regressors interface. * * @package core_analytics * @copyright 2016 David Monllao {@link http://www.davidmonllao.com} * @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later */ interface regressor extends predictor { /** * Train this processor regression model using the provided supervised learning dataset. * * @param string $uniqueid * @param \stored_file $dataset * @param string $outputdir * @return \stdClass */ public function train_regression($uniqueid, \stored_file $dataset, $outputdir); /** * Estimates linear values for the provided dataset samples. * * @param string $uniqueid * @param \stored_file $dataset * @param mixed $outputdir * @return void */ public function estimate($uniqueid, \stored_file $dataset, $outputdir); /** * Evaluates this processor regression model using the provided supervised learning dataset. * * @param string $uniqueid * @param float $maxdeviation * @param int $niterations * @param \stored_file $dataset * @param string $outputdir * @param string $trainedmodeldir * @return \stdClass */ public function evaluate_regression($uniqueid, $maxdeviation, $niterations, \stored_file $dataset, $outputdir, $trainedmodeldir); }