Applying lazy learning algorithms to tackle concept drift in spam filtering.
Florentino Fdez-RiverolaEva Lorenzo IglesiasFernando DíazJosé Ramon MéndezJuan M. CorchadoPublished in: Expert Syst. Appl. (2007)
Keyphrases
- spam filtering
- concept drift
- data streams
- streaming data
- drift detection
- text classification
- drifting concepts
- non stationary
- data distribution
- anti spam
- classification algorithm
- evolving data streams
- spam filters
- change detection
- data stream classification
- data stream mining
- incremental clustering
- spam detection
- data sets
- naive bayes
- data points
- pattern recognition
- learning algorithm