Evaluation Methodology for Multiclass Novelty Detection Algorithms.
Elaine R. FariaIsabel J. C. R. GonçalvesJoão GamaAndré C. P. L. F. de CarvalhoPublished in: BRACIS (2013)
Keyphrases
- multi class
- novelty detection
- evaluation methodology
- evaluation methods
- perceptron algorithm
- multiclass classification
- evaluation measures
- multiclass problems
- binary classification problems
- test collection
- data sets
- support vector machine
- pairwise
- learning algorithm
- cost sensitive
- binary classification
- probabilistic model
- evaluation metrics
- precision and recall
- knn