The Out-of-core KNN Awakens: - The Light Side of Computation Force on Large Datasets.
Nitin ChilukaAnne-Marie KermarrecJavier OlivaresPublished in: NETYS (2016)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- text categorization
- distance function
- dimensionality reduction methods
- k nearest neighbour
- knn algorithm
- support vector machine svm
- text classification
- classification algorithm
- shows significant improvements
- benchmark datasets
- range queries
- feature selection
- classification method
- similarity search
- majority voting
- data sets
- binary classification tasks
- support vector machine
- training data
- neural network
- input space
- distance measurement
- spatial networks
- k nearest
- learning algorithm