MultilayerPerceptron class

Constructors

MultilayerPerceptron({required Layer inputLayer, required Layer outputLayer, int hiddenLayerCount = 1, int hiddenLayerNeuronCount = 2, int epoch = 500, bool useBias = false, double learningRate = 0.01, Function activationFunction = defaultActivationFunction})

Properties

activationFunction → Function

final

epoch → int

final

hashCode → int

The hash code for this object.

no setter, inherited

hiddenLayerCount → int

final

hiddenLayerNeuronCount → int

final

inputLayer → Layer

final

learningRate → double

final

outputLayer → Layer

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

useBias → bool

final

Methods

connectLayers({required List<Layer> layers}) → List<Layer>

createLayers() → List<Layer>

createModelFromArff(ARFFModelCreationParameter params) → Model

This function creates a model from given ARFF file and class name

getPrediction({required ARFF arff, required Model model, required List<ARFFData> data}) → Map<String, double>

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited

Static Methods

defaultActivationFunction(double x) → double