Emergent and Unspecified Behaviors in Streaming Decision Trees.
Chaitanya ManapragadaGeoffrey I. WebbMahsa SalehiAlbert BifetPublished in: CoRR (2020)
Keyphrases
- decision trees
- decision tree induction
- predictive accuracy
- emergent behavior
- data streams
- machine learning algorithms
- decision tree algorithm
- logistic regression
- training data
- naive bayes
- feature construction
- human behavior
- classification rules
- behavior patterns
- decision tree learning
- real time
- multivariate decision trees
- random forest
- decision rules
- machine learning
- streaming data
- video streaming
- behavior analysis
- multiagent systems
- collective behavior
- attribute selection
- prediction accuracy
- training set
- association rules
- real time streaming
- neural network