Classification with a reject option under Concept Drift: The Droplets algorithm.
Pierre-Xavier LoeffelChristophe MarsalaMarcin DetynieckiPublished in: DSAA (2015)
Keyphrases
- classification algorithm
- reject option
- concept drift
- support vector machine svm
- drift detection
- machine learning
- text categorisation
- multi class classification
- learning algorithm
- similarity measure
- classification accuracy
- support vector machine
- decision trees
- class labels
- statistical pattern recognition
- nearest neighbour
- image processing
- svm classifier
- naive bayes
- data sets
- unsupervised learning
- feature space
- pattern recognition
- image segmentation