AutoML for Stream k-Nearest Neighbors Classification.
Maroua BahriBruno VelosoAlbert BifetJoão GamaPublished in: IEEE BigData (2020)
Keyphrases
- k nearest neighbor
- knn
- classification algorithm
- classification method
- support vector machine svm
- knn classifier
- support vector machine
- nearest neighbor
- nearest neighbor rule
- k nearest neighbour
- nearest neighbor algorithm
- feature selection
- knn classification
- distance measurement
- nearest neighbour
- classification accuracy
- text classification
- knn algorithm
- nearest neighbor classification
- pattern classification
- binary classification tasks
- k nearest
- feature extraction
- feature space
- training set
- sliding window
- class labels
- distance function
- decision trees
- nearest neighborhood
- data streams
- data structure
- training data
- face recognition
- multi class
- neural network
- feature set