Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier.
Iñigo MendialduaBasilio SierraElena LazkanoItziar IrigoienEkaitz JauregiPublished in: ADMA (1) (2010)
Keyphrases
- k nearest neighbor
- knn
- knn classifier
- classification method
- classification algorithm
- support vector machine
- nearest neighbor
- k nearest neighbour
- k nearest
- nearest neighbor rule
- nearest neighbor algorithm
- knn classification
- feature selection
- nearest neighbour
- support vector machine svm
- svm classifier
- training data
- nearest neighbor classification
- training set
- distance function
- distance computation
- test instances
- multi class
- input space
- distance measure
- euclidean distance
- pattern classification
- neural network
- support vector
- bayes error
- data mining
- feature set
- class probabilities
- feature space
- text classification
- machine learning