Streaming Decision Trees and Forests.
Haoyin XuJayanta DeySambit PandaJoshua T. VogelsteinPublished in: CoRR (2021)
Keyphrases
- decision trees
- random forests
- random forest
- data streams
- decision tree induction
- predictive accuracy
- streaming media
- training data
- real time streaming
- rule induction
- video streaming
- logistic regression
- machine learning algorithms
- ensemble methods
- naive bayes
- streaming data
- rate adaptation
- attribute selection
- feature construction
- machine learning
- stream processing
- classification trees
- real time
- continuous stream
- data sets
- associative classifiers
- decision tree learning
- decision tree algorithm
- induction algorithms
- benchmark datasets
- regression trees
- multimedia
- case study
- genetic programming
- data mining methods
- end to end
- decision rules