Decision Trees and Ordinal Encoding: A Practical Guide #AI - The Entrepreneurial Way with A.I.

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Saturday, September 21, 2024

Decision Trees and Ordinal Encoding: A Practical Guide #AI

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Categorical variables are pivotal as they often carry essential information that influences the outcome of predictive models. However, their non-numeric nature presents unique challenges in model processing, necessitating specific strategies for encoding. This post will begin by discussing the different types of categorical data often encountered in datasets. We will explore ordinal encoding in-depth and […]

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Vinod Chugani, Khareem Sudlow