The quantile-based classifier with variable-wise parameters

Marco Berrettini, Christian Hennig, Cinzia Viroli

Quantile-based classifiers can classify high-dimensional observations by minimising a discrepancy of an observation to a class based on suitable quantiles of the within-class distr…