For the k-NN algorithm, what could be a potential drawback of using a very large value of kk?

  • Increased Model Bias
  • Increased Model Variance
  • Overfitting to Noise
  • Slower Training Time
A potential drawback of using a large value of 'k' in k-NN is that it can overfit to noise in the data, leading to reduced accuracy on the test data.
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