Online Learning of Decision Trees with Thompson Sampling.
Ayman ChaoukiJesse ReadAlbert BifetPublished in: CoRR (2024)
Keyphrases
- online learning
- decision trees
- online course
- higher education
- naive bayes
- decision tree induction
- distance learning
- blended learning
- random sampling
- distance education
- predictive accuracy
- monte carlo
- training data
- e learning
- decision tree learning
- active learning
- computer mediated
- sampling algorithm
- data mining methods
- logistic regression
- ensemble methods
- sampling strategy
- rule induction
- machine learning algorithms
- sampling methods
- random forest
- imbalanced data
- online algorithms
- constructive induction
- sample size
- online learning environments