Estimate the classification accuracy of the selected KNN classifier.

Settings

Evaluation method

The method to be used for estimating the classification accuracy. Supported methods are 10-fold cross-validation and leave-one-out.

k neighbours

The size of the neighbourhood.

Vote weighting

The type of vote weighting to be used.

See also:

KNN & FeatureWeights: Get accuracy estimate...

KNN & Pattern & Categories: Evaluate...

KNN & Pattern & Categories & FeatureWeights: Evaluate...

kNN classifiers 1.1. Improving classification accuracy

kNN classifiers 1.1.1. Feature weighting

kNN classifiers 1.1.2. Model selection

kNN classifiers

Links to this page

• kNN classifiers 3. Command overview