Man pages for bootsPLS
Bootstrap Subsamplings of Sparse Partial Least Squares - Discriminant Analysis for Classification and Signature Identification
| 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 |
