Improvement of Data Stream Decision Trees.
Sarah Nait BahloulOussama AbderrahimAya Ichrak Benhadj AmarMohammed Yacine BouhedadjaPublished in: Int. J. Data Warehous. Min. (2022)
Keyphrases
- decision trees
- data streams
- sliding window
- change detection
- decision tree induction
- streaming data
- concept drift
- machine learning
- machine learning algorithms
- predictive accuracy
- evolving data streams
- attribute selection
- neural network
- data sets
- random forest
- random forests
- training data
- transactional data
- decision tree algorithm
- space efficient
- clustering algorithm
- stream mining
- data stream mining
- decision tree learning
- learning algorithm
- feature construction
- data distribution
- stream data
- training set
- data mining methods
- decision rules
- classification rules