Decision tree-based feature ranking in concept drifting data streams.
Jean Antonio Pereira KaraxAndreia MalucelliJean Paul BarddalPublished in: SAC (2019)
Keyphrases
- feature ranking
- concept drifting data streams
- classifier ensemble
- drift detection
- feature selection
- decision trees
- concept drift
- high dimensionality
- feature subset
- text categorization
- feature subset selection
- random forest
- support vector machine
- fold cross validation
- classification models
- gene selection
- missing values
- machine learning
- multi layer perceptron
- base classifiers
- ensemble learning
- high dimensional
- support vector
- data sets
- classification algorithm
- neural network