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