Ensembles in adversarial classification for spam.
Deepak ChinavlePranam KolariTim OatesTim FininPublished in: CIKM (2009)
Keyphrases
- decision trees
- classification algorithm
- machine learning
- spam detection
- classification method
- classification scheme
- pattern recognition
- feature selection
- spam filtering
- text classification
- feature set
- support vector machine
- classification accuracy
- support vector machine svm
- support vector
- feature extraction
- machine learning methods
- classification rules
- ensemble classifier
- automatic classification
- spam e mail
- decision rules
- class labels
- benchmark datasets
- training samples
- image classification
- pattern classification
- ensemble methods
- classification models
- generalization ability
- artificial neural networks