Active Learning of Classification Models with Likert-Scale Feedback.
Yanbing XueMilos HauskrechtPublished in: SDM (2017)
Keyphrases
- classification models
- active learning
- likert scale
- relevance feedback
- training data
- decision trees
- feature selection
- random sampling
- learning strategies
- training set
- labeled data
- semi supervised
- software quality classification
- learning models
- models built
- learning algorithm
- feature subset
- machine learning
- learning process
- genetic algorithm
- data sets
- text categorization
- optimization algorithm
- feature set
- feature vectors
- artificial neural networks
- optimal solution
- probability estimates
- imbalanced data
- attribute selection
- decision tree algorithm
- feature extraction