Feature selection for text classification with Naïve Bayes.
Jingnian ChenHoukuan HuangShengfeng TianYouli QuPublished in: Expert Syst. Appl. (2009)
Keyphrases
- text classification
- feature selection
- bayes classifiers
- bayes classifier
- tree augmented
- naive bayes classifier
- naive bayes
- text categorization
- bayesian network classifiers
- bag of words
- bayesian classifiers
- multi class
- text classifiers
- machine learning
- text documents
- mutual information
- web page classification
- labeled data
- n gram
- knn
- text data
- bayesian networks
- feature weighting
- support vector machine
- semantic features
- classification models
- data cleaning
- support vector
- feature space
- unsupervised learning
- feature set
- supervised feature selection
- selected features
- classification accuracy
- feature selection algorithms
- multi label
- logistic regression
- model selection
- feature engineering
- rule learner
- feature extraction
- feature subset
- rule learning
- k nearest neighbor
- term frequency
- dimensionality reduction
- text mining
- text classification tasks