A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams.
AartiJagat Sesh ChallaHrishikesh HarshUtkarsh DaroliaMansi AgarwalRaghav ChaudharyNavneet GoyalPoonam GoyalPublished in: ICAART (2) (2024)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- mixed data
- high speed data streams
- k nearest
- nearest neighbor
- feature selection
- support vector machine
- concept drift
- nearest neighbour
- text categorization
- distance function
- nearest neighbor algorithm
- data streams
- voting methods
- bayesian network classifiers
- test instances
- text classification
- feature space
- information gain
- feature set
- feature vectors
- training set
- learning algorithm
- training data
- multi layer perceptron
- learning vector quantization
- active learning
- decision trees