KNN: Prune...

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 C-Pruner algorithm will be pruned.
Redundancy pruning degree
The probability that instances tagged as redundant by the C-Pruner 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 Söder, July 18, 2008