Robustness of Classifiers to Changing Environments.
Houman AbbasianChris DrummondNathalie JapkowiczStan MatwinPublished in: Canadian Conference on AI (2010)
Keyphrases
- changing environment
- dynamic environments
- autonomous agents
- training data
- support vector
- decision trees
- supervised classification
- svm classifier
- classification rate
- test set
- feature set
- data sets
- classification algorithm
- machine learning algorithms
- linear classifiers
- classification systems
- class labels
- training samples
- training set
- machine learning approaches
- sensory information
- manually labeled training data