Description Usage Arguments Value
Create neural network emulator, using neuralnet package
| 1 2 | create_neural_network(formula, training_set, fold_number, normalised_data,
  network_structure, number_of_generations)
 | 
| 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 | 
Neural network created
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