| Function | Description |
| class.factor.format | A function for creating a factor from the phenoData slot of an exprSet |
| ClassifierBuild | Building a classifier as a combination of preprocessing and classification method |
| important.variable.names | Writing tables with variable information |
| intersectList | A function for creating a all possible intersects for a list of sets. |
| MCRconfusion | Summary tables for MCRestimate objects |
| MCRestimate | Estimation of misclassification error by cross-validation |
| MCRestimateMerge | Merging objects of class MCRestimate |
| plot.MCRestimate | Plot method for a objects of class MCRestimate |
| PLR | A function which performs penalised logistic regression classification for two groups |
| plr.fit | internally functions used by PLR. |
| replace.NA | Replaces in a given numeric matrix NA values per row or per column. |
| RF.wrap | Wrapper function for different classification methods |
| select.NA.elements | Selects NA values of a given numeric matrix |
| SVM.OVA.wrap | SVM with 'One-Versus-All' multiclass approach |
| varSel.highest.var.eSRG | Variable selection and cluster functions |
| whatiscorrect | internally used function |