An improved algorithm of TFIDF combined with Naive Bayes.
Zhe ZhangZhifeng WuZhiwei ShiPublished in: ICMIP (2022)
Keyphrases
- naive bayes
- text categorization
- text classification
- decision trees
- naive bayes classifier
- logistic regression
- classification accuracy
- feature selection
- classification algorithm
- training data
- uci data sets
- uci datasets
- document classification
- naive bayesian classifier
- text classifiers
- bayesian networks
- cost sensitive
- probability estimation
- information gain
- bayesian network classifiers
- base classifiers
- locally weighted
- test instances
- bayesian classifier
- independence assumption
- averaged one dependence estimators
- naive bayes classification
- naive bayes models
- knn
- k nearest neighbor
- graphical models
- probabilistic classifiers
- augmented naive bayes
- text mining
- term weighting
- term frequency
- noisy data