How does KNN behave with imbalanced datasets?

KNN is biased toward majority classes because they dominate neighbor votes.

In imbalanced datasets, majority class points are more likely to appear in the neighborhood, skewing predictions. This leads to poor minority class recall unless weighting or resampling is applied.