Online Classification of Nonstationary Streaming Data with Dynamic Pitman-Yor Diffusion Trees.
Justin SahsLatifur KhanPublished in: ICTAI (2017)
Keyphrases
- non stationary
- concept drift
- streaming data
- classification algorithm
- decision trees
- data streams
- concept drifting data streams
- classification accuracy
- data stream mining
- support vector machine
- adaptive algorithms
- text classification
- random fields
- pattern recognition
- feature vectors
- machine learning
- data distribution
- sliding window
- supervised learning
- feature space
- support vector machine svm
- stream mining
- evolving data streams
- generalization ability
- support vector
- pairwise
- discrete valued
- data sets