initialize,Neural_Network-method {DamiaNN}

init

Description

initalizes a neural network capable of studying datasets with ncol = to the ncol(sample_dataset) and making predictions on such datasets

Usage

## S4 method for signature 'Neural_Network'
initialize(.Object, number_predictors,
  hidden_layer_lengths)

Arguments

.Object

... a Neural_Network object

number_predictors

... a numeric telling how many preditors there are

hidden_layer_lengths

... a numeric telling the number of layers and the number of neurons in each layer

Details

NN is parametrized by its connection_strength matrices

Value

Neural_Network