Multi-class probabilistic classification using inductive and cross Venn-Abers predictors.
Valery ManokhinPublished in: COPA (2017)
Keyphrases
- multi class
- multi class classifier
- multi class classification
- multiclass classification
- binary and multi class
- binary classifiers
- support vector machine
- multiple classes
- multi class boosting
- cost sensitive
- class probabilities
- multi class svm
- multi class classifiers
- feature selection
- error correcting output codes
- multi class svms
- multiclass problems
- multi class problems
- binary classification problems
- machine learning
- classification accuracy
- binary classification
- single class
- protein classification
- object detection
- decision trees
- bayesian networks
- support vector
- pairwise
- base classifiers
- feature space
- text classification
- class labels
- kernel logistic regression
- feature vectors
- improve the classification accuracy
- multi label classification
- support vector machine svm
- probabilistic model
- feature set
- model selection
- generative model
- training samples
- classification algorithm
- svm classifier
- feature extraction
- neural network