[ 源代码： r-cran-rose ]
软件包：r-cran-rose（0.0-4-2）
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.
其他与 r-cran-rose 有关的软件包
|
|
|
|
-
- dep: r-api-4.0
- 本虚包由这些包填实： 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