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Choosing the Metric: A Simple Model Approach

Author(s) : François, Damien , Wertz, Vincent , Verleysen, Michel
Description : One the earliest challenges a practitioner is faced with when using distance-based tools lies in the choice of the distance, for which there often is very few information to rely on. This chapter proposes to find a compromise between an a priori unoptimized choice (e.g. the Euclidean distance) and a...
Repository : DIAL - Dépôt Institutionnel de l'Académie Louvain , View repository documents
Language(s) : Undetermined
Subject(s) :
Publisher(s) : Springer
Contributor(s) : UCL - SST/ICTM/INMA - Pôle en ingénierie mathématique , UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique
Source(s) :
Publication Date(s) : 2011-01-01