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Updated: Jan 16, 2026

Constructing and Visualizing Models using Mime-based Machine-learning Framework
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Published on: July 22, 2025

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下一代预测微生物学:一个软件平台,结合两步,一步和机器学习建模.

Fatih Tarlak1, Büşra Betül Şimşek1, Melissa Şahin1

  • 1Department of Bioengineering, Gebze Technical University, 41400 Gebze, Turkey.

Foods (Basel, Switzerland)
|September 27, 2025
PubMed
概括

一个新的软件平台将预测微生物学模型与机器学习 (ML) 集成在一起,以准确地预测微生物生长和抑制. 机器学习模型,特别是高斯过程回归和随机森林回归,在这种数据驱动的决策支持工具中表现出卓越的表现.

关键词:
基于数据的建模.增长抑制 增长抑制机器学习是机器学习.微生物生长的微生物生长.预测性微生物学 预测性微生物学软件平台是一个软件平台.

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