5.0.0Create a new Feedforward neural network model.
(object?)
| Name | Description |
|---|---|
options.hiddenLayers Array
(default [10])
|
Array that contains the sizes of the hidden layers. |
options.iterations number
(default 50)
|
Number of iterations at the training step. |
options.learningRate number
(default 0.01)
|
Learning rate of the neural net (also known as epsilon). |
options.regularization number
(default 0.01)
|
Regularization parameter af the neural net. |
options.activation string
(default 'tanh')
|
activation function to be used. (options: 'tanh'(default), 'identity', 'logistic', 'arctan', 'softsign', 'relu', 'softplus', 'bent', 'sinusoid', 'sinc', 'gaussian'). (single-parametric options: 'parametric-relu', 'exponential-relu', 'soft-exponential'). |
options.activationParam number
(default 1)
|
if the selected activation function needs a parameter. |
Load a Feedforward Neural Network with the current model.
(object)
FeedForwardNeuralNetworks: