SensMLP: Constructor of the SensMLP Class

In NeuralSens: Sensitivity Analysis of Neural Networks

Constructor of the SensMLP Class

Description

Create an object of SensMLP class

Usage

SensMLP(
  sens = list(),
  raw_sens = list(),
  mlp_struct = numeric(),
  trData = data.frame(),
  coefnames = character(),
  output_name = character()
)

Arguments

sens	list of sensitivity measures, one data.frame per output neuron
raw_sens	list of sensitivities, one matrix per output neuron
mlp_struct	numeric vector describing the structur of the MLP model
trData	data.frame with the data used to calculate the sensitivities
coefnames	character vector with the name of the predictor(s)
output_name	character vector with the name of the output(s)

Value

SensMLP object

References

Pizarroso J, Portela J, Muñoz A (2022). NeuralSens: Sensitivity Analysis of Neural Networks. Journal of Statistical Software, 102(7), 1-36.

NeuralSens documentation built on July 9, 2023, 6:18 p.m.