Stacking Classifiers for Anti-Spam Filtering of E-Mail.
Georgios SakkisIon AndroutsopoulosGeorgios PaliourasVangelis KarkaletsisConstantine D. SpyropoulosPanagiotis StamatopoulosPublished in: EMNLP (2001)
Keyphrases
- anti spam filtering
- anti spam
- mailing lists
- spam filtering
- combining classifiers
- ensemble learning
- spam e mail
- support vector
- spam detection
- training data
- machine learning algorithms
- classifier combination
- naive bayes
- decision trees
- feature selection
- machine learning
- base classifiers
- training samples
- feature set
- instant messaging
- multiple classifiers
- training set
- combining multiple
- data mining techniques
- open source
- spam filters
- high dimensional
- case study