46 citations · 51 across the 6 of their papers we have counts for
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3 papers · 1 filter
cs.AI2017★ 2 cited
All-relevant feature selection using multidimensional filters with exhaustive search
Krzysztof Mnich, Witold R. Rudnicki
This paper describes a method for identification of the informative variables in the information system with discrete decision variables. It is targeted specifically towards discov…
cs.AI2011★ 46 cited
The All Relevant Feature Selection using Random Forest
Miron B. Kursa, Witold R. Rudnicki
In this paper we examine the application of the random forest classifier for the all relevant feature selection problem. To this end we first examine two recently proposed all rele…
cs.AI2011★ 1 cited
Random forest models of the retention constants in the thin layer chromatography
Miron B. Kursa, Łukasz Komsta, Witold R. Rudnicki
In the current study we examine an application of the machine learning methods to model the retention constants in the thin layer chromatography (TLC). This problem can be describe…