Non-Asymptotic Uniform Rates of Consistency for k-NN Regression.
Heinrich JiangPublished in: AAAI (2019)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- nearest neighbor
- text categorization
- regression model
- distance function
- support vector machine svm
- feature selection
- text classification
- linear regression
- similarity search
- nearest neighbour
- voting methods
- neural network
- model selection
- gaussian processes
- support vector machine
- regression problems
- support vector
- simple linear
- mixed data
- machine learning