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Updated: Jun 4, 2025

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data
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A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data

Published on: September 25, 2021

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纯粹的贝叶斯分类器++用于元基因组分类学分类-查询评估

Haozhe Neil Duan1, Gavin Hearne1, Robi Polikar2

  • 1Ecological and Evolutionary Signal Processing and Informatics (EESI) Laboratory, Drexel University, Philadelphia, PA 19104, United States.

Bioinformatics (Oxford, England)
|December 19, 2024
PubMed
概括

增量天真贝叶斯分类器 (NBC++) 提供了高效的元基因组分析,减少了内存使用. 虽然它在速度和内存方面表现出色,但查询性能受到数据库深度的影响,这突出了捕捉完整生物多样性的挑战.

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