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Beginner’s Guide to Encoding Categorical Data: Visuals and Code Example

Dealing with categorical data is an essential part of data preprocessing in many machine learning tasks. Fortunately, encoding categorical data efficiently helps enhance the performance of machine ...
Nature

Neural network approach enhancing churn prediction with categorical encoding and standard scaling

Table 1 Summary of key research studies on customer churn prediction: models used, findings, and gap identification. Full size table This research intends to fill the gaps in churn prediction to ...
Nature

Memory, perceptual, and motor costs affect the strength of categorical encoding during motor learning of object properties

Nearly all tasks of daily life involve skilled object manipulation, and successful manipulation requires knowledge of object dynamics. We recently developed a motor learning paradigm that reveals the ...