A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs.
Yutaro ShigetoMasashi ShimboYuji MatsumotoPublished in: PAKDD (1) (2017)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- support vector machine svm
- text classification
- nearest neighbor
- web document classification
- support vector machine
- k nearest
- nearest neighbour
- feature selection
- text categorization
- classification accuracy
- document classification
- pairwise
- distance function
- support vector
- linear regression
- nearest neighborhood
- pattern classification
- feature vectors
- model selection
- training data
- nearest neighbor algorithm
- bayesian network classifiers
- decision boundary
- feature space
- training set
- classification error
- multi layer perceptron
- high dimensional
- distance measure
- similarity search
- simple linear
- training samples
- probabilistic neural network
- decision trees
- bayes error
- voting methods
- machine learning