How can one effectively determine the optimal value of K in the KNN algorithm for a given dataset?

  • Always choosing K=5
  • Cross-validation
  • Guessing
  • Only using an odd value
The optimal value of K can be determined by using cross-validation to test different values and selecting the one that performs best.
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