View source: R/AlphaSensCurve.R
AlphaSensCurve | R Documentation |
Obtain sensitivity alpha-curve associated to MLP function obtained from
the sensitivities returned by SensAnalysisMLP
of an input variable.
AlphaSensCurve(sens, tol = NULL, max_alpha = 100)
sens |
raw sensitivities of the MLP output with respect to input variable. |
tol |
difference between M_alpha and maximum sensitivity of the sensitivity of each input variable |
max_alpha |
maximum alpha value to analyze |
alpha-curve of the MLP function
mod <- RSNNS::mlp(simdata[, c("X1", "X2", "X3")], simdata[, "Y"],
maxit = 1000, size = 15, linOut = TRUE)
sens <- SensAnalysisMLP(mod, trData = simdata,
output_name = "Y", plot = FALSE)
AlphaSensCurve(sens$raw_sens[[1]][,1])
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