Active Learning Embedded in Incremental Decision Trees.
Vinicius Eiji MartinsVictor G. Turrisi da CostaSylvio Barbon JuniorPublished in: BRACIS (2) (2020)
Keyphrases
- active learning
- decision trees
- machine learning
- training set
- learning algorithm
- incremental learning
- learning strategies
- batch mode
- semi supervised
- predictive accuracy
- random sampling
- experimental design
- training examples
- decision tree induction
- naive bayes
- supervised learning
- cost sensitive learning
- decision tree algorithm
- data driven
- random forest
- classification trees
- active learning strategies
- selective sampling
- machine learning algorithms
- embedded systems
- data mining methods
- rule induction
- rule sets
- decision rules
- attribute values
- labeled data
- relevance feedback
- incremental version
- training data