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HITON: A Novel Markov Blanket Algorithm for Optimal Variable Selection
We introduce a novel, sound, sample-efficient, and highly-scalable algorithm for variable selection for classification, regression and prediction called HITON. The algorithm works by inducing the Markov Blanket of the variable to be classified or predicted. A wide variety of biomedical tasks with di...
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| Main Authors: | , , |
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| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
American Medical Informatics Association
2003
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC1480117/ https://ncbi.nlm.nih.gov/pubmed/14728126 |
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