Man pages for sgPLS
Sparse Group Partial Least Square Methods
| gPLS | Group Partial Least Squares (gPLS) |
| gPLSda | Group Sparse Partial Least Squares Discriminant Analysis... |
| perf | Compute evaluation criteria for PLS, sPLS, PLS-DA and sPLS-DA |
| per.variance | Percentage of variance of the Y matrix explained by the... |
| plotcim | Plots a cluster image mapping of correlations between... |
| predict | Predict Method for sPLS, gPLS, sgPLS, sPLDda, gPLSda, sgPLSda |
| select.sgpls | Output of selected variables from a gPLS model or a sgPLS... |
| select.spls | Output of selected variables from a sPLS model |
| sgPLS | Sparse Group Partial Least Squares (sgPLS) |
| sgPLSda | Sparse Group Sparse Partial Least Squares Discriminant... |
| sgPLS-internal | Internal Functions |
| sgPLS-package | Group and Sparse Group Partial Least Square Model |
| simuData | Simulated Data for group PLS-DA model |
| sPLS | Sparse Partial Least Squares (sPLS) |
| sPLSda | Sparse Partial Least Squares Discriminant Analysis (sPLS-DA) |
| tuning.gPLS.X | Choice of the tuning parameter (number of groups) related to... |
| tuning.sgPLS.X | Choice of the tuning parameters (number of groups and mixing... |
| tuning.sPLS.X | Choice of the tuning parameter (number of variables) related... |
