An improved selective ensemble method for spam filtering.
Jinye CaiPingping XuHuiyu TangLin SunPublished in: ICCT (2013)
Keyphrases
- spam filtering
- ensemble methods
- prediction accuracy
- benchmark datasets
- random forests
- ensemble learning
- decision trees
- machine learning methods
- random forest
- rotation forest
- text classification
- anti spam
- generalization ability
- base classifiers
- spam filters
- spam detection
- drifting concepts
- multilabel classification
- subspace methods
- ensemble classifier
- base learners
- feature subset
- ensemble members
- classifier ensemble
- dimensionality reduction
- knowledge discovery
- machine learning
- neural network