Relaxing Feature Selection in Spam Filtering by Using Case-Based Reasoning Systems.
José Ramon MéndezFlorentino Fdez-RiverolaDaniel Glez-PeñaFernando DíazJuan M. CorchadoPublished in: EPIA Workshops (2007)
Keyphrases
- spam filtering
- case based reasoning systems
- feature selection
- text classification
- case based reasoning
- case base
- case base maintenance
- machine learning models
- machine learning
- spam filters
- string kernels
- cbr systems
- spam detection
- anti spam
- feature set
- dimensionality reduction
- adaptation knowledge
- feature mapping
- email spam
- feature subset
- support vector machine
- feature space
- knn
- expert systems
- multimedia
- neural network