eLxr packages [ bianca ]
[ Quellcode: r-cran-rose ]
Paket: r-cran-rose (0.0-4-2)
Links für r-cran-rose
Quellcode-Paket r-cran-rose herunterladen:
Betreuer:
Externe Ressourcen:
- Homepage [cran.r-project.org]
Ähnliche Pakete:
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.
Andere Pakete mit Bezug zu r-cran-rose
|
|
|
|
-
- dep: r-api-4.0
- virtuelles Paket, bereitgestellt durch 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
r-cran-rose herunterladen
| Architektur | Paketgröße | Größe (installiert) | Dateien |
|---|---|---|---|
| all | 110,2 kB | 143,0 kB | [Liste der Dateien] |