Evaluation of Multiclass Novelty Detection Algorithms for Data Streams.
Elaine Ribeiro de FariaIsabel Ribeiro GonçalvesJoão GamaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: IEEE Trans. Knowl. Data Eng. (2015)
Keyphrases
- multi class
- novelty detection
- data streams
- perceptron algorithm
- multiclass problems
- cost sensitive classification
- binary classification problems
- multiclass classification
- mixed norm
- cost sensitive
- pairwise
- concept drift
- data sets
- feature selection
- multi class classification
- multiclass learning
- multiclass support vector machines
- multiple classes
- boosting algorithms
- learning problems
- support vector machine
- data structure
- machine learning