A unified view of performance metrics: translating threshold choice into expected classification loss.
José Hernández-OralloPeter A. FlachCésar FerriPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- pattern recognition
- support vector
- object classification
- decision trees
- pattern classification
- support vector machine
- classification algorithm
- machine learning
- classification process
- classification systems
- classification scheme
- classification method
- svm classifier
- supervised learning
- classification accuracy
- data sets
- model selection
- support vector machine svm
- machine learning algorithms
- class labels
- text classification
- image classification
- benchmark data sets
- automatic classification
- feature extraction
- image processing
- genetic algorithm