A distance-scaling k-NN that multiplies distances to positive examples by a tuned factor γ improves F-measure on imbalanced classification.
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An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data
A distance-scaling k-NN that multiplies distances to positive examples by a tuned factor γ improves F-measure on imbalanced classification.