A unifying view on dataset shift in classification.
Jose G. Moreno-TorresTroy RaederRocío Alaíz-RodríguezNitesh V. ChawlaFrancisco HerreraPublished in: Pattern Recognit. (2012)
Keyphrases
- pattern recognition
- uci datasets
- classification scheme
- decision trees
- classification accuracy
- database
- machine learning
- feature extraction
- pattern classification
- data sets
- classification algorithm
- unsupervised learning
- image classification
- benchmark datasets
- svm classifier
- decision rules
- feature space
- classification method
- classification systems
- support vector
- classification models
- automatic classification
- feature selection
- classification rate
- data mining
- object classification
- machine learning methods
- training samples