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spartan (version 3.0.2)

create_neural_network: Create neural network emulator, using neuralnet package

Description

Create neural network emulator, using neuralnet package

Usage

create_neural_network(formula, training_set, fold_number, normalised_data,
  network_structure, number_of_generations)

Arguments

formula

Parameters and measures formula to use in creating the network

training_set

Training data on which to train the network

fold_number

Number of the fold being created in k-fold cross validation

normalised_data

Normalised version of the training data

network_structure

Hidden layers structure to use to create the network

number_of_generations

Number of generations to train the network within in the hope of convergence, else training terminates

Value

Neural network created