Statistical Aspects of Classification in Drifting Populations.
Charles C. TaylorGholamreza NakhaeizadehG. KunischPublished in: AISTATS (1997)
Keyphrases
- pattern recognition
- maximum entropy modeling
- classification accuracy
- decision trees
- classification systems
- automatic classification
- incremental learning
- pattern classification
- feature vectors
- classification process
- object classification
- kernel density estimators
- benchmark datasets
- statistical models
- cross validation
- class labels
- data sets
- feature extraction
- bayesian networks
- support vector
- classification models
- machine learning
- maximum likelihood criterion
- feature selection
- image processing
- confidence intervals
- support vector machine svm
- feature space
- benchmark data sets
- training set
- support vector machine
- decision rules
- supervised learning
- unsupervised learning