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Pattern Classification with Missing Values using Multitask Learning

Published in The 2006 IEEE International Joint Conference on Neural Network Proceedings • Jan 1, 2006
Authors:
Pedro J. García-Laencina
,
José‐Luis Sancho‐Gómez
,
Anı́bal R. Figueiras-Vidal

Abstract

In many real-life applications it is important to know how to deal with missing data (incomplete feature vectors). The ability of handling missing data has become a fundamental requirement for pattern classification because inappropriate treatment of missing data may cause large errors or false resu...

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