2 citations · 2 across the 1 of their papers we have counts for
3 papers
Bootstrap Bias Corrected Cross Validation applied to Super Learning
Krzysztof Mnich, Agnieszka Kitlas Golińska, Aneta Polewko-Klim +1
Super learner algorithm can be applied to combine results of multiple base learners to improve quality of predictions. The default method for verification of super learner results…
MDFS - MultiDimensional Feature Selection
Radosław Piliszek, Krzysztof Mnich, Szymon Migacz +4
Identification of informative variables in an information system is often performed using simple one-dimensional filtering procedures that discard information about interactions be…
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…