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cs.LG2023
An Efficient Shapley Value Computation for the Naive Bayes Classifier
Vincent Lemaire, Fabrice Clérot, Marc Boullé
Variable selection or importance measurement of input variables to a machine learning model has become the focus of much research. It is no longer enough to have a good model, one…
cs.LG2023
Two-level histograms for dealing with outliers and heavy tail distributions
Marc Boullé
Histograms are among the most popular methods used in exploratory analysis to summarize univariate distributions. In particular, irregular histograms are good non-parametric densit…