On the Relation Between kNN Accuracy and Dataset Compression Level.
Marcin BlachnikPublished in: ICAISC (1) (2016)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- knn classification
- k nearest
- k nearest neighbour
- knn algorithm
- classification algorithm
- text categorization
- text classification
- support vector machine svm
- distance function
- classification method
- classification accuracy
- range queries
- majority voting
- similarity search
- information gain
- prediction accuracy
- image compression
- imputation methods
- support vector machine
- refinement step
- compression ratio
- neural network
- high dimensional
- learning algorithm