A probabilistic framework for dynamic k estimation in kNN classifiers with certainty factor.
Gautam BhattacharyaKoushik GhoshAnanda S. ChowdhuryPublished in: ICAPR (2015)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- nearest neighbor
- classification algorithm
- classification method
- probabilistic model
- nearest neighbour
- text categorization
- certainty factor
- majority voting
- distance function
- text classification
- dynamic programming
- expert systems
- feature selection
- support vector machine svm
- similarity search
- feature set
- bayesian networks
- k nearest
- machine learning