PLSDA.VIP: Variable Importance in the Projection (VIP)
In RVAideMemoire: Testing and Plotting Procedures for Biostatistics
PLSDA.VIP R Documentation
Variable Importance in the Projection (VIP)
Description
Returns VIP score of each X-variable in a PLS-DA (obtained from plsda).
Usage
PLSDA.VIP(model, graph = FALSE)
Arguments
model
object of class "plsda" (from plsda).
graph
logical: should VIP scores be displayed?
Value
tab
table of results.
sup1
name of X-variables having a VIP score > 1.
Author(s)
Maxime HERVE <maxime.herve@univ-rennes1.fr>
See Also
plsda
Examples
if (require(mixOmics)) {
data(yeast)
model.PLSDA <- plsda(t(yeast$data),yeast$strain.cond)
PLSDA.VIP(model.PLSDA)
}
RVAideMemoire documentation built on Nov. 6, 2023, 5:07 p.m.
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| PLSDA.VIP | R Documentation |
Variable Importance in the Projection (VIP)
Description
Returns VIP score of each X-variable in a PLS-DA (obtained from plsda).
Usage
PLSDA.VIP(model, graph = FALSE)
Arguments
model |
object of class |
graph |
logical: should VIP scores be displayed? |
Value
tab |
table of results. |
sup1 |
name of X-variables having a VIP score > 1. |
Author(s)
Maxime HERVE <maxime.herve@univ-rennes1.fr>
See Also
plsda
Examples
if (require(mixOmics)) {
data(yeast)
model.PLSDA <- plsda(t(yeast$data),yeast$strain.cond)
PLSDA.VIP(model.PLSDA)
}
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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