On the window size for classification in changing environments.
Ludmila I. KunchevaIndre ZliobaitePublished in: Intell. Data Anal. (2009)
Keyphrases
- window size
- changing environment
- dynamic environments
- machine learning
- sliding window
- image classification
- classification algorithm
- decision trees
- classification systems
- classification accuracy
- window sizes
- fixed size
- pattern classification
- class labels
- pattern recognition
- support vector
- decision rules
- model selection
- classification method
- classification process
- text classification
- document classification
- training set
- classification scheme
- similarity measure
- benchmark datasets
- cooperative
- machine learning methods
- autonomous agents
- cross validation
- svm classifier
- support vector machine svm