Man pages for robingenuer/CoVVSURF
Combines clustering of variables with feature selection using random forests
| CoV | Builds a dendrogram with ClustOfVar |
| CoVloo | Construction of trees during leave-one-out procedure |
| covsurf | Combining ClustOfVar and VSURF |
| covsurfloo | ClustOfVar combine with VSURF during leave-one-out procedure |
| pcamix | Performs splitmix and PCAmix |
| plot.covsurf | Plot the results from a covsurf object |
| predict.covsurf | Make predictions for new data with a covsurf object |
| repeated_simus | Helps to repeat experiments for simulated data |
| rfptree | Random Forests on variable space partition |
| simu | Simulations of data |
| simu_classif | Simulations of data |
| simu_reg | Simulations of data |
| simus_covsurf | Perform covsurf on simulated datasets |
| vsurfloo | VSURF during leave-one-out procedure |
| vsurfptree | VSURF on variable space partition |
