Rough classification and accuracy assessment.
Ola AhlqvistJohannes KeukelaarKarim OukbirPublished in: Int. J. Geogr. Inf. Sci. (2000)
Keyphrases
- classification accuracy
- decision trees
- accuracy rate
- pattern recognition
- supervised learning
- machine learning
- pattern classification
- confusion matrix
- classification method
- predictive accuracy
- prediction accuracy
- roc curve
- classification systems
- rough sets
- high accuracy
- feature selection
- feature vectors
- feature extraction
- computational complexity
- data mining
- classification process
- classification rate
- correct classification
- generalization ability
- classification models
- improving classification accuracy
- high classification accuracy
- training data
- svm classifier
- support vector
- benchmark datasets
- image classification
- machine learning methods
- feature set
- face recognition
- classification performances
- associative classifiers
- preprocessing
- feature reduction
- individual classifiers
- fold cross validation
- training set
- naive bayes
- error rate
- class labels
- cost sensitive
- decision rules
- classification rules