Changes in version 1.1.0: o Changes: * the modelList has been added to provide the user a list of currently implemented methods. * The 'verbose' argument in fs.stability, fs.ensembl.stability, & fit.only.model has been changed to a character option indicating the extent of verbose output. * Canberra stability has been added as the previous implementation was not compatible with RPT. See ?canberra.stability for more details. * Many more tests have been implemented to make the package more stable. Changes in version 0.99.3: o FEATURES IN PROGRESS: * Access to fitted models (averaged or all bootstrapped results?) * Easy graphics access (scores/loadings plots, variable importance plots, etc.) * Summary graphics (across models) * Database searching (HMDB, MMCD, Metlin, LipidMaps, etc.) * Additional algorithms (neural nets, bayesian, etc.) * Additional ensemble methods (bayesian, boosting, etc.)