Naive Bayes Classifier's Assumptions
Naive Bayes Classifier's Assumptions
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The Naive Bayes classifier operates under the assumption of feature independence. How does this assumption impact its effectiveness in real-world text classification tasks, and what are the potential consequences of this simplification?