fii_model: Factor-wise Influence Indicator (Model-fii) for a given...
In sisireg: Sign-Simplicity-Regression-Solver
fii_model R Documentation
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)
sisireg documentation built on Aug. 8, 2025, 7:03 p.m.
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| fii_model | R Documentation |
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)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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