Phpml\Classification\MLPClassifier Class Reference

Inheritance diagram for Phpml\Classification\MLPClassifier:

Public Member Functions
	addLayer (Layer $layer)
	getBackpropagation ()
	getLayers ()
	getLearningRate ()
	getOutput ()
	getOutputLayer ()
	getTargetClass ($target)
	partialTrain (array $samples, array $targets, array $classes=[])
	predict (array $samples)
	removeLayers ()
	setInput ($input)
	setLearningRate (float $learningRate)
	train (array $samples, array $targets)

Protected Member Functions
	predictSample (array $sample)
	reset ()
	trainSample (array $sample, $target)

Protected Attributes
ActivationFunction null	$activationFunction
Backpropagation	$backpropagation
array	$classes = []
Layer[]	$layers = []

Member Function Documentation

addLayer()

Phpml\NeuralNetwork\Network\LayeredNetwork::addLayer ( Layer $layer )

inherited

Implements Phpml\NeuralNetwork\Network.

getLayers()

Phpml\NeuralNetwork\Network\LayeredNetwork::getLayers ( )

inherited

Return values

Layer[]

Implements Phpml\NeuralNetwork\Network.

getOutput()

Phpml\NeuralNetwork\Network\MultilayerPerceptron::getOutput ( )

inherited

Reimplemented from Phpml\NeuralNetwork\Network\LayeredNetwork.

partialTrain()

Phpml\NeuralNetwork\Network\MultilayerPerceptron::partialTrain ( array $samples, array $targets, array $classes = [] )

inherited

Exceptions

InvalidArgumentException

Implements Phpml\IncrementalEstimator.

predict()

Phpml\Estimator::predict ( array $samples )

inherited

Implemented in Phpml\Pipeline.

predictSample()

Phpml\Classification\MLPClassifier::predictSample ( array $sample )

protected

Return values

mixed

Reimplemented from Phpml\NeuralNetwork\Network\MultilayerPerceptron.

setInput()

Phpml\NeuralNetwork\Network\LayeredNetwork::setInput ( $input )

inherited

Parameters

mixed

$input

Implements Phpml\NeuralNetwork\Network.

train()

Phpml\NeuralNetwork\Network\MultilayerPerceptron::train ( array $samples, array $targets )

inherited

Implements Phpml\Estimator.

trainSample()

Phpml\Classification\MLPClassifier::trainSample ( array $sample, $target )

protected

Parameters

mixed

$target

Reimplemented from Phpml\NeuralNetwork\Network\MultilayerPerceptron.

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The documentation for this class was generated from the following file:

• lib/mlbackend/php/phpml/src/Phpml/Classification/MLPClassifier.php