[ aramo ]
[ Paquet source : r-cran-rose ]
Paquet : r-cran-rose (0.0-4-2)
Liens pour r-cran-rose
Ressources Trisquel :
Télécharger le paquet source r-cran-rose :
Responsable :
Original Maintainers:
- Debian R Packages Maintainers
- Andreas Tille
Ressources externes :
- Page d'accueil [cran.r-project.org]
Paquets similaires :
GNU R random over-sampling examples
Functions to deal with binary classification problems in the presence of imbalanced classes. Synthetic balanced samples are generated according to ROSE (Menardi and Torelli, 2013). Functions that implement more traditional remedies to the class imbalance are also provided, as well as different metrics to evaluate a learner accuracy. These are estimated by holdout, bootstrap or cross-validation methods.
Autres paquets associés à r-cran-rose
|
|
|
-
- dep: r-api-4.0
- paquet virtuel fourni par r-base-core
-
- dep: r-base-core (>= 4.1.1-2)
- GNU R core of statistical computation and graphics system
-
- sug: r-cran-mass
- GNU R package of Venables and Ripley's MASS
-
- sug: r-cran-nnet
- GNU R package for feed-forward neural networks
-
- sug: r-cran-rpart
- GNU R package for recursive partitioning and regression trees
Télécharger r-cran-rose
| Architecture | Taille du paquet | Espace occupé une fois installé | Fichiers |
|---|---|---|---|
| all | 109,8 ko | 143 ko | [liste des fichiers] |