Пакет: r-cran-rose (0.0-4-2)

[ Источник: r-cran-rose  ]

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.

Другие пакеты, относящиеся к r-cran-rose

• dep: r-api-4.0

  виртуальный пакет, предоставляемый 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

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