Słownik AI

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mRMR (Minimum Redundancy Maximum Relevance)

Selection criterion optimizing the trade-off between maximum relevance of features with the target and their minimum mutual redundancy.

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Univariate Feature Selection

Approach evaluating each feature independently against the target variable without considering interactions between variables.

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Multivariate Feature Selection

Technique considering simultaneously the relationships and interactions between multiple features to optimize the global selection.