A classifier based on distance between test samples and average patterns of categorical nearest neighbors.
Seiji HottaSenya KiyasuSueharu MiyaharaPublished in: IWFHR (2004)
Keyphrases
- nearest neighbor
- distance function
- data points
- training set
- triangle inequality
- k nearest neighbor
- knn
- data sets
- numerical data
- nearest neighbor search
- data mining techniques
- sample points
- statistical significance
- pattern mining
- test data
- high dimensional data
- training samples
- design patterns
- standard deviation
- pattern discovery
- statistical tests
- temporal patterns
- euclidean distance
- attribute values
- path length
- sampling methods
- sample set
- distance measure