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Some Remarks on Feature Ranking Based Wrappers
(Wydawnictwo Uniwersytetu Łódzkiego, 2013)
One of the approaches to feature selection in discrimination or regression is
learning models using various feature subsets and evaluating these subsets, basing on model
quality criterion (so called wrappers). Heuristic ...
Feature Selection in High Dimensional Regression Problem
(Wydawnictwo Uniwersytetu Łódzkiego, 2013)
There are three main approaches to feature selection problem considered in
statistical and machine learning literature: filters, wrappers and embedded methods. Filters
evaluate and exclude some variables before learning ...