K-D Decision Tree: An Accelerated and Memory Efficient Nearest Neighbor Classifier.
Tomoyuki ShibataTakekazu KatoToshikazu WadaPublished in: ICDM (2003)
Keyphrases
- memory efficient
- nearest neighbor classifier
- decision trees
- nearest neighbor
- prototype selection
- training samples
- distance measure
- stochastic gradient
- dynamic time warping
- naive bayes
- decision tree algorithm
- external memory
- nearest neighbor classification
- training set
- iterative deepening
- complexity measures
- optimum path forest
- machine learning
- multiple sequence alignment
- training data
- integral image
- data sets
- grassmann manifold
- feature space
- data analysis
- neural network