Prune the instance base of the selected classifier.
Settings

Noise pruning degree

A value in the range [0 ... 1] specifying the probability that instances tagged as noisy by the CPruner algorithm will be pruned.

Redundancy pruning degree

The probability that instances tagged as redundant by the CPruner algorithm will be pruned.

k neighbours

The size of the neighbourhood.
See also:

kNN classifiers 1.2.1. Pruning

kNN classifiers 1.2. Improving resource efficiency

kNN classifiers
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© Ola SÃ¶der, July 18, 2008