An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling.
Guanjin WangStephen Wai Hang KwokDaniel AxfordMuhammed YousufuddinFerdous SohelPublished in: Knowl. Based Syst. (2023)
Keyphrases
- partially labeled data
- semi supervised
- class distribution
- feature selection
- loss function
- training data
- decision trees
- highly skewed
- co training
- learning algorithm
- support vector machine
- active learning
- roc curve
- support vector
- feature set
- model selection
- classification accuracy
- single view
- linear classifiers
- labeled data
- training samples
- class labels
- training set
- data sets