Concept Drift Visualization of SVM with Shifting Window.
Honorius GâlmeanuRazvan AndoniePublished in: CoRR (2024)
Keyphrases
- concept drift
- classification algorithm
- data streams
- ensemble classifier
- sliding window
- support vector machine svm
- streaming data
- support vector
- drifting concepts
- non stationary
- drift detection
- knn
- support vector machine
- change detection
- incremental clustering
- data stream mining
- data distribution
- target concept
- k nearest neighbor
- data stream classification
- batch learning
- svm classifier
- data analysis
- evolving data streams
- training data
- neural network
- feature selection
- nearest neighbor
- multi class
- concept descriptions
- machine learning
- semi supervised
- decision trees
- bayesian networks
- database