Email classifier: An ensemble using probability and rules.
Astha ChhariaR. K. GuptaPublished in: IC3 (2013)
Keyphrases
- decision tree classifiers
- ensemble learning
- training data
- multiple classifiers
- learning classifier systems
- spam detection
- training set
- final classification
- supervised classifiers
- classifier ensemble
- ensemble classifier
- combining classifiers
- feature selection
- individual classifiers
- spam filtering
- rule induction algorithm
- class membership
- weak learners
- learning algorithm
- decision trees
- email messages
- probability distribution
- bayes rule
- combining multiple
- ensemble methods
- rule sets
- spam filters
- probability estimates
- majority voting
- multiple classifier systems
- association rules
- feature space
- associative classifiers
- class labels
- electronic mail
- classification rules
- classification algorithm
- bias variance decomposition
- instant messaging
- weak classifiers
- decision rules
- feature set
- text mining
- support vector
- classifier combination
- accurate classifiers
- binary classification problems
- feature ranking
- random forest
- anti spam
- svm classifier
- ensemble members
- enron email