Man pages for StephanSeifert/SurrogateMinimalDepth
Surrogate minimal depth variable importance
| addLayer | Add layer information to a forest that was created by... |
| addSurrogates | Add surrogate information that was created by getTreeranger |
| adj.mean | adj.mean |
| adj.mean.trees | adj.mean.trees |
| adj.node | adj.node |
| build.clusters | Apply cluster analysis to build variable groups |
| calculate.mir.perm | This is an internal function |
| count.surrogates | Count surrogate variables |
| getSurrogate | getSurrogate |
| getTreeranger | Get a list of structured trees for ranger |
| getTreeranger_k | getTreeranger_k |
| maa.p | maa.p |
| meanAdjAgree | Calculate mean adjusted agreement to investigate variables... |
| mindep | Execute minimal depth variable importance |
| name.adj | name.adj |
| name.surr | name.surr |
| permute.variable | permute.variable |
| p.relation | p.relation |
| reduce.surrogates | Reduce surrogate variables in a random forest. |
| scount | scount |
| select.related | select.related |
| SMD_example_data | Example data set for the package SurrogateMinimalDepth |
| surrmindep | Execute surrogate minimal depth variable importance |
| surr.tree | surr.tree |
| SurrTree | SurrTree |
| surr.var | surr.var |
| var.relations | Investigate variable relations of a specific variable with... |
| var.relations.corr | Investigate variable relations of a specific variable with... |
| var.select.md | Variable selection with Minimal Depth (MD) |
| var.select.mir | Variable selection with mutual impurity reduction (MIR) |
| var.select.smd | Variable selection with Surrogate Minimal Depth (SMD) (MAIN... |
