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Created page with "== Introduction == Feature extraction is a crucial step in the process of data analysis, particularly in the fields of machine learning, pattern recognition, and image processing. It involves transforming raw data into a set of features that can be effectively used for further analysis, classification, or prediction. The goal of feature extraction is to reduce the dimensionality of the data while preserving its essential characteristics. == Importance of Feature Extract..."