Classification Bias of the k-Nearest Neighbor Algorithm.
James E. GoinPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1984)
Keyphrases
- classification accuracy
- text classification
- feature space
- object classification
- k nearest neighbor
- supervised learning
- feature extraction
- decision rules
- support vector machine svm
- benchmark datasets
- feature vectors
- class labels
- classification algorithm
- decision trees
- computer vision
- k nearest neighbour
- pattern classification
- automatic classification
- classification process
- machine learning
- knn
- training set
- pattern recognition
- image classification
- face recognition
- database
- supervised classification
- information retrieval
- classification scheme
- case study
- document classification
- cost sensitive
- incremental learning
- benchmark data sets
- machine learning methods
- bayesian networks
- machine learning algorithms
- nearest neighbor
- text categorization
- text mining