The Impact of Latency on Online Classification Learning with Concept Drift.
Gary Russell MarrsRay J. HickeyMichaela M. BlackPublished in: KSEM (2010)
Keyphrases
- concept drift
- incremental learning
- batch learning
- learning algorithm
- classification algorithm
- data streams
- machine learning
- classification accuracy
- supervised learning
- concept descriptions
- unsupervised learning
- learning process
- reinforcement learning
- feature selection
- training set
- pattern recognition
- data stream classification
- text classification
- training data
- similarity measure
- inductive learning
- decision trees
- previously unseen
- drifting concepts
- data analysis
- drift detection
- computer vision
- data stream mining
- class imbalance
- feature extraction
- benchmark datasets
- multi dimensional
- data mining
- feature vectors