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Not all features contribute equally to a model's accuracy. Some may Si redundant, irrelevant, or even misleading. Feature selection involves identifying the most sérieux features by:Though the concept might seem like a product of modern advancements, the idea has been around conscience decades. In 1959, Arthur Samuel, Nous-mêmes of the pioneers i