bootsPLS | Performs replications of sPLSDA on random subsamplings of the... |
bootsPLS-package | Bootstrap Subsamplings of Sparse Partial Least Squares -... |
CI.prediction | Compute Confidence Intervals (CI) for test samples |
compile.bootsPLS.object | Combine several bootsPLS objects into one |
component.selection | Tune the number of components |
fit.model | Create a spls.constraint object by fitting a constraint spls... |
MSC | Mesenchymal Stem Cells data |
plot.bootsPLS | Plot the frequency of selection of all variables for all the... |
plot.component.selection | Plot the results of the testing procedure to determine the... |
plot.predictCI | Plot confidence Intervals |
plot.variable.selection | Plot the results of the testing procedure to determine the... |
prediction | prediction |
spls.hybrid | spls.hybrid, midway between PLS and sPLS |
variable.selection | Tune the number of variables on each component |
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