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Learning Parsimonious Classification Rules from Gene Expression Data Using Bayesian Networks with Local Structure

The comprehensibility of good predictive models learned from high-dimensional gene expression data is attractive because it can lead to biomarker discovery. Several good classifiers provide comparable predictive performance but differ in their abilities to summarize the observed data. We extend a Ba...

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書目詳細資料
發表在:Data (Basel)
Main Authors: Lustgarten, Jonathan Lyle, Balasubramanian, Jeya Balaji, Visweswaran, Shyam, Gopalakrishnan, Vanathi
格式: Artigo
語言:Inglês
出版: 2017
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5358670/
https://ncbi.nlm.nih.gov/pubmed/28331847
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/data2010005
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