FNN v1.1.3
0
Monthly downloads
Fast Nearest Neighbor Search Algorithms and Applications
Cover-tree and kd-tree fast k-nearest neighbor search algorithms and related applications
including KNN classification, regression and information measures are implemented.
Functions in FNN
| Name | Description | |
| knn.reg | k Nearest Neighbor Regression | |
| get.knn | Search Nearest Neighbors | |
| knn | k-Nearest Neighbour Classification | |
| mutinfo | Mutual Information | |
| KL.dist | Kullback-Leibler Divergence | |
| KL.divergence | Kullback-Leibler Divergence | |
| ownn | Optimal Weighted Nearest Neighbor Classification | |
| crossentropy | Cross Entropy | |
| entropy | Shannon Entropy | |
| print.knnReg | Print Method for KNN Regression | |
| knn.cv | k-Nearest Neighbour Classification Cross-Validation | |
| knn.dist | k Nearest Neighbor Distances | |
| knn.index | Search Nearest Neighbors | |
| No Results! | ||
Last month downloads
Details
| Date | 2019-02-15 |
| Copyright | ANN Copyright (c) 1997-2010 University of Maryland and Sunil Arya and David Mount. All Rights Reserved. |
| License | GPL (>= 2) |
| NeedsCompilation | yes |
| Packaged | 2019-02-15 20:07:07 UTC; Lion |
| Repository | CRAN |
| Date/Publication | 2019-02-15 23:20:03 UTC |
| suggests | chemometrics , mvtnorm |
| depends | R (>= 3.0.0) |
| Contributors | Alina Beygelzimer, Sham Kakadet, David Mount, Sunil Arya, John Langford, Shengqiao Li |
Include our badge in your README
[](http://www.rdocumentation.org/packages/FNN)