A technique for reducing the dimensionality of the dataset by creating a new set of features that capture the most important information.
The process of transforming the original set of features into a new set of features.
The process of selecting a subset of the most relevant features in a dataset.
The process of evaluating individual features based on statistical measures such as correlation and mutual information.
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