PHP Class Phpml\Regression\MLPRegressor

Inheritance: implements Regression, use trait Phpml\Helper\Predictable

Show file Open project: php-ai/php-ml

Public Methods

Method	Description
__construct ( array $hiddenLayers = [10], float $desiredError = 0.01, integer $maxIterations = 10000, Phpml\NeuralNetwork\ActivationFunction $activationFunction = null )
train ( array $samples, array $targets )

Protected Methods

Method	Description
predictSample ( array $sample ) : array

Method Details

__construct() public method

public __construct ( array $hiddenLayers = [10], float $desiredError = 0.01, integer $maxIterations = 10000, Phpml\NeuralNetwork\ActivationFunction $activationFunction = null )
$hiddenLayers	array
$desiredError	float
$maxIterations	integer
$activationFunction	Phpml\NeuralNetwork\ActivationFunction

predictSample() protected method

protected predictSample ( array $sample ) : array
$sample	array
return	array

train() public method

public train ( array $samples, array $targets )
$samples	array
$targets	array