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KNeighborsTransformer — scikit-learn 1.6.0 docu...
one extra neighbor will be computed when mode == ‘distance’. In...default=’auto’ Algorithm used to compute the nearest neighbors: ‘ball_tree’...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsTransformer.html