Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review.
Haneen Arafat Abu AlfeilatAhmad B. A. HassanatOmar LasassmehAhmad S. TarawnehMahmoud Bashir AlhasanatHamzeh Eyal SalmanV. B. Surya PrasathPublished in: Big Data (2019)
Keyphrases
- distance measure
- k nearest neighbor
- knn
- nearest neighbor
- distance function
- similarity measure
- nearest neighbor classification
- euclidean distance
- nearest neighbor algorithm
- dynamic time warping
- vector space
- distance metric
- text categorization
- neural network
- support vector machine svm
- text classification
- hierarchical document clustering
- knn algorithm
- kullback leibler
- texture features
- support vector machine
- edit distance
- similarity search
- feature selection
- nearest neighbour
- k nearest neighbour
- knn classifier
- decision trees
- cost sensitive
- class distribution
- nearest neighbor classifier
- data mining
- data sets
- distance calculation
- vowel recognition