A streaming ensemble algorithm (SEA) for large-scale classification.
W. Nick StreetYongSeog KimPublished in: KDD (2001)
Keyphrases
- detection algorithm
- objective function
- learning algorithm
- preprocessing
- computational complexity
- pattern recognition
- machine learning
- classification accuracy
- classification algorithm
- classification rate
- classification scheme
- classification method
- k means
- matching algorithm
- cost function
- worst case
- model selection
- support vector machine svm
- weak classifiers
- multi class classification
- accurate classification
- neural network
- concept drifting data streams
- simulated annealing
- dynamic programming
- np hard
- evolutionary algorithm
- training set
- optimal solution
- similarity measure
- feature extraction
- decision trees
- feature selection