binomialRF

Binomial Random Forest Feature Selection

CRAN Package

The 'binomialRF' is a new feature selection technique for decision trees that aims at providing an alternative approach to identify significant feature subsets using binomial distributional assumptions (Rachid Zaim, S., et al. (2019) doi:10.1101/681973). Treating each splitting variable selection as a set of exchangeable correlated Bernoulli trials, 'binomialRF' then tests whether a feature is selected more often than by random chance.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release03/26/2020

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  • Imports3 packages
  • Suggests4 packages