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A Framework for Learning from Distributed Data Using Sufficient Statistics and its Application to Learning Decision Trees

This paper motivates and precisely formulates the problem of learning from distributed data; describes a general strategy for transforming traditional machine learning algorithms into algorithms for learning from distributed data; demonstrates the application of this strategy to devise algorithms fo...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Caragea, Doina, Silvescu, Adrian, Honavar, Vasant
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2004
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC2846376/
https://ncbi.nlm.nih.gov/pubmed/20351798
Tagiau: Ychwanegu Tag
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