Comparison of Accuracy Estimation for Weighted k-Nearest Neighbor Classifiers.
Ming ZhaoJingchao ChenMengyao XuPublished in: FSDM (2019)
Keyphrases
- k nearest neighbor
- knn
- k nearest neighbour
- knn classifier
- nearest neighbor
- classification algorithm
- nearest neighbour
- classification method
- knn classification
- feature reduction
- nearest neighbor algorithm
- majority voting
- feature selection
- text categorization
- support vector machine
- knn algorithm
- binary classification tasks
- nearest neighbor classification
- training set
- vowel recognition
- support vector machine svm
- class probability estimation
- training data
- bootstrap sampling
- neural network
- hierarchical document clustering
- naive bayes
- machine learning methods
- similarity search
- text classification
- data points
- information retrieval
- graph construction
- roc curve
- support vector
- feature extraction
- decision trees