Discrimination-Based Feature Selection for Multinomial Naïve Bayes Text Classification.
Jingbo ZhuHuizhen WangXijuan ZhangPublished in: ICCPOL (2006)
Keyphrases
- text classification
- feature selection
- bayes classifiers
- bayes classifier
- tree augmented
- naive bayes classifier
- naive bayes
- text categorization
- bayesian classifiers
- bayesian network classifiers
- bag of words
- multi class
- labeled data
- classification models
- n gram
- text data
- machine learning
- mutual information
- dimensionality reduction
- text documents
- support vector machine
- support vector
- feature weighting
- unlabeled data
- classification accuracy
- text classifiers
- model selection
- feature set
- feature space
- data cleaning
- feature selection algorithms
- k nearest neighbor
- semantic features
- term frequency
- text mining
- multi label
- knn
- inductive logic programming
- logistic regression
- feature engineering
- neural network
- supervised feature selection
- unsupervised learning
- training data