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As you have seen in the previous chapter, an essential part of building machine learning models is model evaluation. Once your machine learning use case is clearly identified, you will generally test multiple machine learning models using the same evaluation criteria. This will allow you to have a fair comparison between the models.

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Model Management and Benchmarking Using MLflow

  • 章节

  • 发表日期：

    2025年

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  • Joos Korstanje

摘要

As you have seen in the previous chapter, an essential part of building machine learning models is model evaluation. Once your machine learning use case is clearly identified, you will generally test multiple machine learning models using the same evaluation criteria. This will allow you to have a fair comparison between the models.