AUC Maximization in Imbalanced Lifelong Learning.
Xiangyu ZhuJie HaoYunhui GuoMingrui LiuPublished in: UAI (2023)
Keyphrases
- lifelong learning
- class distribution
- imbalanced data sets
- class imbalance
- learning processes
- personal knowledge management
- e learning
- life long learning
- information and communication technologies
- roc curve
- competence development
- training data
- professional development
- learning community
- m learning
- online course
- training set
- naive bayes
- personal learning environments
- minority class
- experiential learning
- decision trees
- machine learning
- cost sensitive
- learning algorithm
- reinforcement learning
- feature selection