Online supervised learning from multi-field documents for email spam filtering.
Wuying LiuLin WangTing WangPublished in: ICMLC (2010)
Keyphrases
- supervised learning
- email spam filtering
- active learning
- logistic regression
- machine learning
- information retrieval
- unsupervised learning
- scientific literature
- training data
- training set
- xml documents
- document collections
- document classification
- text documents
- information retrieval systems
- web documents
- relevant documents
- labeled data
- semi supervised
- reinforcement learning
- document retrieval
- online learning
- learning tasks
- real time
- text classification
- metadata
- artificial intelligence
- learning algorithm
- class labels
- semi supervised learning
- vector space model
- multiple instance learning
- neural network