A Parallel Implementation of the K Nearest Neighbours Classifier in Three Levels: Threads, MPI Processes and the Grid.
Gabriel AparícioIgnacio BlanquerVicente HernándezPublished in: VECPAR (2006)
Keyphrases
- parallel implementation
- k nearest neighbour
- knn
- message passing interface
- nearest neighbour
- support vector machine
- k nearest neighbor
- information gain
- leave one out cross validation
- parallel computers
- distributed memory
- parallel computation
- text categorization
- nearest neighbor
- grid computing
- neural network
- data sets
- multi layer perceptron
- similarity measure
- learning algorithm
- parallel architecture
- machine learning
- conformal prediction