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Scaling tree-based automated machine learning to biomedical big data with a feature set selector
MOTIVATION: Automated machine learning (AutoML) systems are helpful data science assistants designed to scan data for novel features, select appropriate supervised learning models and optimize their parameters. For this purpose, Tree-based Pipeline Optimization Tool (TPOT) was developed using strong...
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| Vydáno v: | Bioinformatics |
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| Hlavní autoři: | , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Oxford University Press
2020
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6956793/ https://ncbi.nlm.nih.gov/pubmed/31165141 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz470 |
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