An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering.
Ramón Alberto MollinedaFrancesc J. FerriEnrique VidalPublished in: Pattern Recognit. (2002)
Keyphrases
- hierarchical clustering
- class conditional
- maximum entropy
- clustering method
- clustering algorithm
- probability density function
- nearest neighbor
- agglomerative clustering
- density function
- naive bayes classifier
- class specific
- k means
- class probabilities
- dimensionality reduction
- object detection
- decision boundary
- data sets