Robust AUC maximization for classification with pairwise confidence comparisons.
Haochen ShiMing-Kun XieShengjun HuangPublished in: Frontiers Comput. Sci. (2024)
Keyphrases
- confidence level
- pairwise
- classification accuracy
- decision trees
- pattern recognition
- feature selection
- support vector
- image classification
- misclassification rate
- training set
- model selection
- pairwise classification
- preprocessing
- machine learning
- feature space
- feature vectors
- decision rules
- similarity measure
- feature extraction
- machine learning algorithms
- roc curve
- classification models
- classification scheme
- support vector machine svm
- text classification
- accurate classification
- roc analysis
- probability estimation
- receiver operating characteristic
- class imbalance
- clustering algorithm
- classification method
- class distribution
- pattern classification
- logistic regression
- error rate
- naive bayes
- neural network
- feature set
- higher order
- supervised learning
- objective function