Title: Selective inductive transfer
Authors: Piccart, Beau
Struyf, Jan
Blockeel, Hendrik #
Issue Date: 19-May-2008
Host Document: Benelearn'08: The Annual Belgian-Dutch Machine Learning Conference pages:63-64
Conference: Benelearn'08: : The Annual Belgian-Dutch Machine Learning Conference location:Spa, Belgium date:19-20 May 2008
Abstract: Multi-target models, which predict multiple target variables simultaneously, may predict some of the targets more accurately, and other targets less accurately than a
single-target model. This raises the question
whether it is possible to find, for a given main
target, a subset of the other targets that,
when combined with the main target in a
multi-target model, results in the most accurate model for the main target. We propose Selective Inductive Transfer, an algorithm that automatically finds such a subset.
Publication status: published
KU Leuven publication type: IMa
Appears in Collections:Informatics Section
# (joint) last author

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