Posterior Probability Convergence of k-NN Classification and K-Means Clustering.
Heysem KayaOlcay KursunFikret GürgenPublished in: ISCIS (2012)
Keyphrases
- knn
- k nearest neighbour
- posterior probability
- k nearest neighbor
- text classification
- nearest neighbor
- support vector machine
- feature selection
- prior probabilities
- web document classification
- classification accuracy
- pattern recognition
- feature extraction
- text categorization
- bayesian networks
- distance function
- bayesian network classifiers
- k nearest
- voting methods
- feature vectors
- similarity search
- nearest neighbour
- machine learning
- probability density function
- generative model
- decision trees
- machine learning methods
- conditional probabilities
- pattern classification
- machine learning algorithms
- data sets
- bayesian framework
- class labels
- information gain
- document classification
- probabilistic model
- support vector
- nearest neighbor algorithm
- similarity measure
- nearest neighborhood