Performance Degradation of Multi-class Classification Model Due to Continuous Evolving Data Streams.
Abdul Sattar PalliJafreezal JaafarManzoor Ahmed HashmaniPublished in: IRICT (2020)
Keyphrases
- multi class
- evolving data streams
- data streams
- stream mining
- streaming data
- binary classification
- multi class classification
- concept drift
- multi class classifier
- support vector machine
- pairwise
- cost sensitive
- random forests
- error correcting output codes
- binary classifiers
- feature selection
- multi class boosting
- data stream mining
- multiple classes
- training data
- multi class problems
- bayesian networks
- unsupervised learning
- multi class svm
- index structure
- change detection