On-Line Gradient Learning Algorithms for K-Nearest Neighbor Classifiers.
Sergio BermejoJoan CabestanyPublished in: IWANN (1) (1999)
Keyphrases
- k nearest neighbor
- knn
- classification algorithm
- knn classifier
- learning algorithm
- machine learning algorithms
- classification method
- k nearest neighbour
- nearest neighbor
- training data
- nearest neighbor algorithm
- majority voting
- feature selection
- nearest neighbour
- support vector machine
- text categorization
- support vector machine svm
- nearest neighbor classification
- class probability estimation
- training set
- naive bayes
- training examples
- learning problems
- knn algorithm
- binary classification tasks
- active learning
- text classification
- training samples
- feature set
- machine learning
- vowel recognition
- support vector
- svm classifier
- neural network
- distance function
- machine learning methods
- decision trees
- information gain
- bootstrap sampling
- classification accuracy
- feature space
- class labels