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cs.LG2024
FRRI: a novel algorithm for fuzzy-rough rule induction
Henri Bollaert, Marko Palangetić, Chris Cornelis +2
Interpretability is the next frontier in machine learning research. In the search for white box models - as opposed to black box models, like random forests or neural networks - ru…
cs.LG2023
A unified weighting framework for evaluating nearest neighbour classification
Oliver Urs Lenz, Henri Bollaert, Chris Cornelis
We present the first comprehensive and large-scale evaluation of classical (NN), fuzzy (FNN) and fuzzy rough (FRNN) nearest neighbour classification. We standardise existing propos…