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Encoding Numerical Feature

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I am a undergraduate student who is currently immersed in the process of learning. Although I am not an expert, I have a strong passion for acquiring knowledge and sharing it with others. My aim is to continuously expand my understanding of machine learning while providing valuable insights and resources to fellow learners.

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In this method, we convert numerical features into categorical features. They are of two types:-

  1. Discretization / Binning

  2. Binaryzation