Feature Engineering and Feature Selection with Python: A...

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Feature Engineering and Feature...

Feature Engineering and Feature Selection with Python: A Practical Guide For Feature Crafting

Younes, Charfaoui

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With recent developments in big data, we’ve been given more access to data in general and high-dimensional data. Consequently, the performance of machine learning models has improved by a large margin. On the other hand, there are significant features often collected or generated by different sensors and methods that can influence the model accuracy in a harmful way that needs careful consideration, Not only that, but these features can demand a lot of computational resources to build and maintain the model.

Categorías:

Computers - Artificial Intelligence (AI)

Año:

2021

Editorial:

UNKNOWN

Idioma:

english

Páginas:

253

ISBN:

B09FP54PCN