Enhancing the Naive Bayes Spam Filter Through Intelligent Text Modification Detection.
Wuxu PengLinda HuangJulia JiaEmma IngramPublished in: TrustCom/BigDataSE (2018)
Keyphrases
- naive bayes
- text classification
- text classifiers
- spam filtering
- decision trees
- classification accuracy
- logistic regression
- naive bayes classifier
- text categorization
- spam filters
- bayesian networks
- test instances
- training data
- classification algorithm
- text documents
- cost sensitive
- uci datasets
- probability estimation
- naive bayes classification
- text data
- averaged one dependence estimators
- uci data sets
- feature selection
- independence assumption
- text mining
- information retrieval
- bayesian classifier
- naive bayesian classifier
- conditional independence assumption
- object detection
- bayesian network classifiers
- probabilistic classifiers
- attribute dependencies
- augmented naive bayes
- locally weighted
- bayesian classifiers
- semi supervised learning
- co training
- natural language processing
- data analysis