analysenetwork_structures: Analyse each network structure provided as a potential NN...

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

Description

Analyse each network structure provided as a potential NN structure

Usage

analysenetwork_structures(fold_size, dataset, model_formula, parameters,
  measures, algorithm_settings)

Arguments

fold_size	Number of rows in which the dataset is divided into folds
dataset	Dataset used to assess each strutcure
model_formula	Parameters and measures formula used to specify the input and output layers of the hidden network
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

mean squared errors for the assessed structures

spartan documentation built on May 2, 2019, 9:39 a.m.