Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations.
Leon BobrowskiMagdalena TopczewskaPublished in: ICDM (2004)
Keyphrases
- knn
- euclidean distance
- k nearest neighbor
- data points
- data sets
- nearest neighbor
- k nearest neighbour
- feature selection
- text classification
- feature vectors
- training samples
- multi step
- data analysis
- training data
- high dimensional data
- similarity measure
- nearest neighbour
- feature extraction
- mixed data
- web document classification
- pattern recognition
- similarity search
- distance function
- document classification
- k nearest