TPLSpredict: Make predictions about given data testX by using an extracted TPLSmdl with compval components and threshval threshold.
Description
Make predictions about given data testX by using an extracted TPLSmdl with compval components and threshval threshold.
Usage
TPLSpredict(TPLSmdl, compval, threshval, testX)
Arguments
TPLSmdl
A TPLS object created from using function TPLS
compval
The number of components you want in your model. Providing a vector will provide multiple predictions (e.g., c(3,4,5) will provide three prediction columns each with 3, 4, and 5 PLS components)
threshval
Threshold number between 0 and 1 (inclusive) for thresholding the betamap. This must be a scalar.
testX
Data that you want to predict the Y of
Value
score: Column vector of prediction scores. Matrix of scores if compval is a vector.