Learn R Programming

spartan (version 3.0.2)

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

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