Greedy feature construction

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Greedy feature construction

We present an effective method for supervised feature construction. The main goal of the approach is to construct a feature representation for which a set of linear hypotheses is of sufficient capacity -- large enough to contain a satisfactory solution to the considered problem and small enough to a...

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Bibliographic Details
Main Authors:	Oglic, Dino, Gaertner, Thomas
Format:	Article
Published:	Curran Associates Inc. 2016
Online Access:	https://eprints.nottingham.ac.uk/38608/

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