A novel learning algorithm for Büchi automata based on family of DFAs and classification trees.
Yong LiYu-Fang ChenLijun ZhangDepeng LiuPublished in: Inf. Comput. (2021)
Keyphrases
- classification trees
- learning algorithm
- training data
- decision trees
- logistic regression
- inductive learning
- training set
- machine learning algorithms
- supervised learning
- information gain
- labeled data
- regression trees
- machine learning
- class distribution
- reinforcement learning
- unlabeled data
- training examples
- semi supervised learning
- generalization error
- neural network
- expert systems
- learning scheme
- random forests
- classification models
- data mining
- learning tasks
- data sets
- active learning
- cost sensitive
- learning problems
- machine learning methods
- conditional random fields
- class labels