A taxonomic look at instance-based stream classifiers.
Iain A. D. GunnÁlvar Arnaiz-GonzálezLudmila I. KunchevaPublished in: Neurocomputing (2018)
Keyphrases
- training data
- data streams
- knn
- support vector
- supervised classification
- real time
- machine learning algorithms
- nearest neighbour
- multiple classifiers
- classification method
- naive bayes
- feature set
- linear classifiers
- instance based learning
- decision trees
- feature selection
- svm classifier
- classification algorithm
- streaming data
- machine learning methods
- test set
- training set
- feature extraction
- sliding window
- class labels
- ensemble learning
- roc curve
- training samples
- classification accuracy
- bayesian networks
- classifier combination
- neural network