Ordinal encoding is a variation of label encoding that allows you to specify the order of the values of the categorical variable, rather than relying on the alphabetical or numerical order.

One-Hot and Ordinal Encoding Script This Python script demonstrates how to perform One-Hot Encoding and Ordinal Encoding on a sample dataset using Pandas. The script provides two functions, ...

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Ordinal Encoding is used when categorical variables have an inherent order or ranking. It converts categories into numerical values based on a prescribed order.

The framework also addresses Statistical type inference, which uses the intrinsic data distribution to predict a feature’s statistical type (e.g., ordinal or categorical), and SOTA Encoding techniques ...