Indexes for Three-Class Classification Performance Assessment - An Empirical Comparison.
Mehul P. SampatAmit C. PatelYuhling WangShalini GuptaChih-Wen KanAlan C. BovikMia K. MarkeyPublished in: IEEE Trans. Inf. Technol. Biomed. (2009)
Keyphrases
- supervised learning
- multiclass classification
- pattern recognition
- automatic classification
- class labels
- decision trees
- support vector machine
- class probabilities
- class specific
- feature selection
- classification method
- feature vectors
- classification accuracy
- machine learning
- text classification
- unsupervised learning
- classification scheme
- multi class classification
- classification rate
- classification systems
- multiple classes
- intra class
- discriminant functions
- accurate classification
- class conditional
- class membership
- class dependent
- pattern classification
- machine learning methods
- classification algorithm
- decision rules
- support vector machine svm
- image classification
- training set
- support vector
- index structure
- training samples
- model selection
- data mining
- databases
- data sets