Exploring Classification Concept Drift on a Large News Text Corpus.
Artur SilicBojana Dalbelo BasicPublished in: CICLing (1) (2012)
Keyphrases
- concept drift
- classification algorithm
- text corpus
- data stream classification
- data streams
- non stationary
- classification accuracy
- image classification
- text classification
- change detection
- decision trees
- support vector machine
- pattern recognition
- data distribution
- support vector
- machine learning
- document classification
- feature extraction
- information extraction
- supervised learning
- feature set
- unsupervised learning
- feature space
- class labels
- machine learning methods