A Study on Classification in Imbalanced and Partially-Labelled Data Streams.
Robert J. LyonJ. M. BrookeJoshua D. KnowlesBenjamin W. StappersPublished in: CoRR (2013)
Keyphrases
- data streams
- pattern recognition
- empirical studies
- machine learning
- feature selection
- automatic classification
- text classification
- class imbalance
- classification accuracy
- machine learning methods
- classification algorithm
- classification scheme
- data sets
- image classification
- feature vectors
- model selection
- multi class
- change detection
- pattern classification
- concept drift
- feature extraction
- neural network