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Not all features contribute equally to a model's accuracy. Some may Supposé que redundant, irrelevant, pépite even misleading. Feature selection involves identifying the most important features by:” This means that instead of relying nous fixed rules, machine learning systems develop their own insights by analyzing vast amounts of data and adju