Improved feature size customized fast correlation-based filter for Naive Bayes text classification.
Yun ZhangYude ZhangWei HeShujuan YuShengmei ZhaoPublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- text classification
- naive bayes
- text categorization
- naive bayes classifier
- text classifiers
- logistic regression
- feature selection
- uci datasets
- bag of words
- classification algorithm
- cost sensitive
- text mining
- text data
- text documents
- decision trees
- machine learning
- labeled data
- naive bayesian classifier
- information gain
- classification accuracy
- uci data sets
- document classification
- knn
- bayesian classifier
- multi label
- bayesian network classifiers
- data sets
- term frequency
- semantic features
- training data
- test instances
- independence assumption
- bayesian classifiers
- feature vectors
- probabilistic classifiers
- locally weighted
- averaged one dependence estimators
- learning algorithm
- feature subset
- support vector machine
- feature set