Nothing
## ---- include = FALSE---------------------------------------------------------
knitr::opts_chunk$set(
collapse = TRUE,
message = FALSE,
warning = FALSE,
comment = "#>"
)
## -----------------------------------------------------------------------------
library(NeuralNetTools)
data(neuraldat)
## ---- results = 'hide', fig.height = 6, fig.width = 7-------------------------
# create neural network
library(nnet)
mod <- nnet(Y1 ~ X1 + X2 + X3, data = neuraldat, size = 10)
# plot
par(mar = numeric(4))
plotnet(mod)
## ---- results = 'hide', fig.height = 3, fig.width = 9------------------------
# importance of each variable
garson(mod)
## ---- results = 'hide', fig.height = 3, warning = FALSE, fig.width = 9-------
# importance of each variable
olden(mod)
## ---- results = 'hide', fig.height = 3, warning = FALSE, fig.width = 9-------
# sensitivity analysis
lekprofile(mod)
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