Man pages for silkeszy/Pomona
Identification of relevant variables in omics data sets using Random Forests
| calculate.error | Error calculation. |
| get.vim | Get variable importance. |
| holdout.rf | Helper function for variable selection using Vita approach. |
| hybrid | Feature selection with the hybrid algorithm |
| print.hybrid | Print hybrid object |
| simulation.data.cor | Simulate gene expression data. |
| var.sel.boruta | Variable selection using Boruta function. |
| var.sel.hybrid | Variable selection using hybrid function. |
| var.sel.perm | Variable selection using a permutation approach. |
| var.sel.r2vim | Variable selection using recurrent relative variable... |
| var.sel.rfe | Variable selection using recursive feature elimination. |
| var.sel.vita | Variable selection using Vita approach. |
| wrapper.rf | Wrapper function to call random forests function. |
