The Naive Bayes classifier assumes that the presence or absence of a particular feature of a class is ________ of the presence or absence of any other feature.

  • Correlated
  • Dependent
  • Independent
  • Unrelated
Naive Bayes assumes that features are independent of each other. This simplifying assumption helps make the algorithm computationally tractable but might not hold in all real-world cases.
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