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June 20, 2022, 7:11 p.m. | Valentin Catherine

Towards Data Science - Medium towardsdatascience.com

Understanding the model’s output plays a major role in business-driven projects, and Sobol can help

Photo by Martin Sanchez on Unsplash


Every data projects include naturally an initial stage of pre-processing to get:

  • Data in an appropriate format allowing the next stages of the project to function properly.
  • High-quality data to ensure the best performance.

This second point includes two well-known steps from Data Scientists: feature selection and feature engineering.

  • Feature Selection is the process of discarding relatively …

data science feature features python statistics understanding

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