XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners.
Yun LuoZhen YangFandong MengYingjie LiFang GuoQinglin QiJie ZhouYue ZhangPublished in: CoRR (2023)
Keyphrases
- active learning
- learning strategies
- training examples
- support vector
- learning process
- training set
- training data
- learning experience
- resource allocation
- decision tree learners
- learning activities
- decision trees
- e learning
- learning resources
- learning environment
- learning materials
- selective sampling
- naive bayes
- training samples
- resource management
- linear classifiers
- learning systems
- rare class
- hyperspectral image classification
- logistic regression
- collaborative learning
- learning algorithm
- machine learning methods
- data sets
- language learning
- test set
- ensemble learning
- online learning
- experimental design
- classifier combination
- batch mode
- relevance feedback
- feature selection
- query by committee