Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics.
Md. Rafiul HassanM. Maruf HossainJames BaileyKotagiri RamamohanaraoPublished in: ECML/PKDD (1) (2008)
Keyphrases
- k nearest neighbour
- knn
- distance function
- k nearest neighbor
- receiver operating characteristic
- nearest neighbor
- roc curve
- text categorization
- knn classification
- support vector machine svm
- similarity search
- nearest neighbour
- feature selection
- euclidean distance
- roc analysis
- information gain
- support vector machine
- multi layer perceptron
- neural network
- feature extraction
- classification accuracy
- text classification
- distance measure
- support vector
- artificial neural networks
- query processing