Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics.
Harish G. RamaswamyHarikrishna NarasimhanShivani AgarwalPublished in: CoRR (2015)
Keyphrases
- multi class
- binary classification problems
- support vector machine
- multiclass problems
- binary classifiers
- multi class classification
- multi class classifier
- multiclass classification
- binary and multi class
- multiple classes
- class probabilities
- error correcting output codes
- cost sensitive
- machine learning algorithms
- benchmark datasets
- multi class svm
- multi class classifiers
- classification algorithm
- pairwise
- perceptron algorithm
- multi class boosting
- multi class svms
- feature selection
- image classification
- decision trees
- machine learning
- multi class classification problems
- binary classification
- boosting algorithms
- data sets
- machine learning methods
- active learning
- neural network
- single class
- multi class problems
- base classifiers
- decision tree learners
- training samples
- model selection
- feature vectors
- feature space