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Editing: Estimator.php
<?php namespace Rubix\ML; use Rubix\ML\Datasets\Dataset; use Stringable; /** * Estimator * * @category Machine Learning * @package Rubix/ML * @author Andrew DalPino */ interface Estimator extends Stringable { /** * Return the estimator type. * * @internal * * @return EstimatorType */ public function type() : EstimatorType; /** * Return the data types that the estimator is compatible with. * * @internal * * @return list<DataType> */ public function compatibility() : array; /** * Return the settings of the hyper-parameters in an associative array. * * @internal * * @return mixed[] */ public function params() : array; /** * Make predictions from a dataset. * * @param Dataset $dataset * @return list<string|int|float> */ public function predict(Dataset $dataset) : array; }
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