Research on Parallelization of KNN Locally Weighted Linear Regression Algorithm Based on MapReduce.
Tao XueTing-Ting LiBingshuai SunPublished in: J. Commun. (2015)
Keyphrases
- knn
- regression algorithm
- locally weighted
- k nearest neighbor
- regression methods
- linear regression
- piecewise linear
- regression model
- nearest neighbor
- k nearest neighbour
- text categorization
- naive bayes
- text classification
- support vector machine svm
- learning algorithm
- regression method
- least squares
- semi supervised
- regression problems
- neural network
- multiple models
- knowledge discovery
- artificial neural networks
- genetic algorithm
- data sets
- nearest neighbour
- support vector