determine_optimal_neural_network_structure: Determine the optimal hidden layer structure from those...

In kalden/spartan: Simulation Parameter Analysis R Toolkit ApplicatioN: 'spartan'

Description

Determine the optimal hidden layer structure from those provided

Usage

determine_optimal_neural_network_structure(dataset, parameters, measures,
  algorithm_settings)

Arguments

dataset	Data on which the neural network is being trained
parameters	Names of the parameters that form the input nodes of the neural network
measures	Names of the simulation responses that form the output node of the neural network
algorithm_settings	Object output from the function emulation_algorithm_settings, containing the settings of the machine learning algorithms to use in emulation creation. In this case, the settings parameter we are interested in is number of generations

Value

Optimal network structure from those provided for assessment

kalden/spartan documentation built on May 31, 2019, 11:52 p.m.