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Learning Instance-Specific Predictive Models

This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algorithm learns Markov blanket models, carries out Bayesian model averaging over a set of models to predict a target variable...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Visweswaran, Shyam, Cooper, Gregory F.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4102007/
https://ncbi.nlm.nih.gov/pubmed/25045325
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