Search Results for author: Witold R. Rudnicki

Found 4 papers, 1 papers with code

Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data

no code implementations28 Apr 2020 Aneta Polewko-Klim, Witold R. Rudnicki

Unfortunately, models built on feature sets obtained from the ensemble of feature selection algorithms were no better than for models developed on feature sets obtained from individual algorithms.

feature selection

All-relevant feature selection using multidimensional filters with exhaustive search

no code implementations16 May 2017 Krzysztof Mnich, Witold R. Rudnicki

This paper describes a method for identification of the informative variables in the information system with discrete decision variables.

feature selection

Feature Selection with the Boruta Package

1 code implementation Journal of Statistical Software 2010 2010 Miron B. Kursa, Witold R. Rudnicki

This article describes a R package Boruta, implementing a novel feature selection algorithm for finding all relevant variables.

feature selection General Classification

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