A Multiple Instance Learning Strategy for Combating Good Word Attacks on Spam Filters.
Zach JorgensenYan ZhouW. Meador IngePublished in: J. Mach. Learn. Res. (2008)
Keyphrases
- spam filters
- learning strategies
- multiple instance
- spam filtering
- multiple instance learning
- anti spam
- concept learning
- real valued
- semi supervised learning
- spam emails
- learning problems
- active learning
- online learning
- machine learning methods
- text classification
- relational learning
- regression problems
- labeled data
- inductive logic programming
- supervised learning
- least squares
- semi supervised
- learning algorithm