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Feature Selection in Machine Learning: Methods and Best Practices

Feature selection is a foundational task in any machine learning pipeline. The choice of features can dramatically impact the predictive power of your models, affect interpretability, and even reduce computation. One common interview question for data scientists is:

Suggest some better feature selection technique than that of correlation.

You can definitely use PPS.