The new method of the selection of features for the k-NN classifier in the arteriovenous fistula state estimation.
Marcin GrochowinaLucyna LeniowskaPublished in: FedCSIS (2016)
Keyphrases
- knn
- k nearest neighbour
- feature set
- k nearest neighbor
- state estimation
- feature selection
- classification algorithm
- feature space
- pairwise
- nearest neighborhood
- support vector machine
- classification accuracy
- nearest neighbor
- training samples
- distance function
- mixed data
- principal component analysis
- high dimensional
- bayesian networks
- feature extraction
- information gain
- extracted features
- image sequences
- image segmentation
- nearest neighbor algorithm
- k nearest
- machine learning