SpamCooling: A Parallel Heterogeneous Ensemble Spam Filtering System Based on Active Learning Techniques.
Jinlong WangKe GaoHuy Quan VuPublished in: J. Convergence Inf. Technol. (2010)
Keyphrases
- spam filtering
- active learning
- text classification
- ensemble learning
- machine learning
- training set
- spam filters
- anti spam
- query by committee
- learning algorithm
- machine learning models
- unlabeled data
- transfer learning
- learning strategies
- parallel processing
- parallel implementation
- semi supervised
- selective sampling
- data sets
- labeled data
- generalization error
- class imbalance
- parallel computing
- supervised learning
- string kernels
- batch mode
- learning process
- data mining
- neural network