In Defense of One-Vs-All Classification.
Ryan M. RifkinAldebaro KlautauPublished in: J. Mach. Learn. Res. (2004)
Keyphrases
- multiclass classification
- decision trees
- pattern recognition
- classification accuracy
- classification algorithm
- feature extraction
- supervised classification
- object classification
- support vector machine
- multi class
- image classification
- decision rules
- binary classifiers
- benchmark datasets
- machine learning
- svm classifier
- feature selection
- feature space
- automatic classification
- document classification
- pattern classification
- text classification
- benchmark data sets
- cost sensitive
- network security
- classification models
- classification rules
- training set
- classification systems
- classification process
- neural network
- support vector machine svm