fii_model {sisireg}

Factor-wise Influence Indicator (Model-fii) for a given ssrmlp model

Description

The Model-fii depicts the overall influence of the input factors on the resulting trained ssrmlp model. For computation a unit matrix is used to accumulate the weights for each factor separately.

Usage

fii_model(W)

Arguments

W

a trained ssrmlp model

Value

fii

array of influence indicators

Author(s)

Dr. Lars Metzner

Examples

# generate data
set.seed(42)
x <- rnorm(300)
y <- rnorm(300)
z <- rnorm(300) + atan2(x, y)
# coordinates
X <- matrix(cbind(x,y), ncol = 2)
Y <- as.double(z)
# Training
W <- ssrmlp_train(X, Y)
fii_model(W)