Sparse K Nearest Neighbor

Paul Komarek Ting Liu Andrew Moore John Ostlund

Point of contact: John Ostlund

Software Information

Description

This program performs fast sparse K Nearest Neighbor classification. It can be used to train a model and produce an ROC curve based on a testset or k-fold cross-validation. Along with the ROC curve, the program will output an AUC score and a list of predictions for the data.

Tags

Auton Fast Classifiers, K Nearest Neighbor, Life Science Data Mining

Changelog

Download (text/plain, 87 bytes)

Downloads

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Filename	Description	Update time	Size	Permission required
Documentation
afc_knn_sparse_doc.html	documentation	9/1/05 4:33:06 PM	26.2 kB
Graphical version
afc_knn_sparse_linux_gui.tar.gz	Linux x86 package	9/1/05 4:33:03 PM	2.6 MB	Yes
afc_knn_sparse-gui-setup.exe	Windows package	9/1/05 4:33:06 PM	1.3 MB	Yes
Command-line version
afc_knn_sparse_linux_cli.tar.gz	Linux x86 command line package	9/1/05 4:32:59 PM	588.9 kB	Yes
afc_knn_sparse-cli-setup.exe	Windows command line package	9/1/05 4:33:00 PM	868.9 kB	Yes
Library for programmers
afc_knn_sparse_linux_api.tar.gz	Linux x86 library	9/1/05 4:33:08 PM	1.6 MB	Yes
afc_knn_sparse_win_api.zip	Windows library	9/1/05 4:33:12 PM	2.2 MB	Yes