SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams.
Yibin SunBernhard PfahringerHeitor Murilo GomesAlbert BifetPublished in: Data Min. Knowl. Discov. (2022)
Keyphrases
- random forest
- k nearest neighbour
- data streams
- knn
- random forests
- decision trees
- regression methods
- conformal prediction
- information gain
- feature set
- nearest neighbour
- multi label
- linear regression
- ensemble methods
- concept drift
- k nearest neighbor
- data sets
- neural network
- support vector machine
- classification accuracy
- high dimensional
- support vector
- feature selection
- decision tree learning algorithms