English to Russian Science Computers (general) Project Presentation

Feature importance refers to objective estimation of the importance of features in the context of ML model. It provides indirect information on how to construct new features and what features to select. Some ML algorithms are performing feature importance estimation internally such as Random Forest and Gradient Boosting Machines and others.

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