-Nearest Neighbor Naive Bayes for Ranking.
Liangxiao JiangHarry ZhangJiang SuPublished in: ADMA (2005)
Keyphrases
- naive bayes
- nearest neighbor
- probability estimation
- decision trees
- probability estimates
- text classification
- tree augmented naive bayes
- text categorization
- knn
- conditional independence assumption
- classification accuracy
- k nearest neighbor
- augmented naive bayes
- logistic regression
- naive bayes classifier
- uci datasets
- training set
- ranking algorithm
- training data
- cost sensitive
- feature selection
- classification algorithm
- bayesian networks
- high dimensional data
- uci data sets
- information gain
- text classifiers
- test instances
- base classifiers
- high dimensional
- bayesian network classifiers
- naive bayesian classifier
- averaged one dependence estimators
- bayesian classifier
- ranking functions
- data points
- probabilistic classifiers
- classification rules
- low variance
- locally weighted
- bayesian classifiers
- independence assumption
- naive bayes classification
- decision boundary
- machine learning