Model selection for k-nearest neighbors regression using VC bounds

2004 ◽  
Author(s):  
V. Cherkassky ◽  
Yunqian Ma ◽  
Jun Tang
Keyword(s):  
Model Selection ◽  
Nearest Neighbors ◽  
K Nearest Neighbors ◽  
Selection For

scholarly journals Feature Selection for High Dimensional Data Using Weighted K-Nearest Neighbors and Genetic Algorithm

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 139512-139528
Author(s):  
Shuangjie Li ◽  
Kaixiang Zhang ◽  
Qianru Chen ◽  
Shuqin Wang ◽  
Shaoqiang Zhang
Keyword(s):  
Genetic Algorithm ◽  
Feature Selection ◽  
High Dimensional Data ◽  
Nearest Neighbors ◽  
High Dimensional ◽  
K Nearest Neighbors ◽  
Selection For

scholarly journals Improving k Nearest Neighbors and Naïve Bayes Classifiers Through Space Transformations and Model Selection

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 221669-221688
Author(s):  
Jose Ortiz-Bejar ◽  
Eric S. Tellez ◽  
Mario Graff ◽  
Daniela Moctezuma ◽  
Sabino Miranda-Jimenez
Keyword(s):  
Model Selection ◽  
Naive Bayes ◽  
Nearest Neighbors ◽  
Naïve Bayes ◽  
K Nearest Neighbors
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