A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs.
Yutaro ShigetoMasashi ShimboYuji MatsumotoPublished in: CoRR (2018)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- support vector machine svm
- web document classification
- support vector machine
- nearest neighbor
- nearest neighbour
- feature selection
- text classification
- support vector
- text categorization
- document classification
- classification accuracy
- k nearest
- nearest neighborhood
- information gain
- model selection
- multi layer perceptron
- supervised learning
- nearest neighbor algorithm
- similarity search
- bayesian network classifiers
- voting methods
- pattern classification
- mixed data
- distance function
- class labels
- neural network
- artificial neural networks
- linear regression
- decision boundary
- cross validation
- regression problems
- feature space
- training data
- feature extraction
- decision trees
- machine learning