nnDiag-package {nnDiag}R Documentation

A suite of graphical diagnostic tools to evaluate kNN classifications.

Description

Contains diagnostic functions that can be applied to k-nearest neighbor classifications, both continuous and categorical data.

Details

Package: nnDiag
Type: Package
Version: 0.0-5
Date: 2010-01-11
License: GPL (>= 2)
LazyLoad: yes

Author(s)

Brian Walters walte137@msu.edu, Andrew O. Finley finleya@msu.edu, Zhen Zhang zhangz19@stt.msu.edu

Maintainer: Brian Walters

References

Hudson, W.D. and Ramm, C.W. (1987) Correct Formulation of the Kappa Coefficient of Agreement, Photogrammetric Engineering and Remote Sensing. 53, 421–422.

McRoberts, R.E., Tomppo, E.O., Finley, A.O., Heikkinen, J. (2007) Estimating areal means and variances of forest attributes using the k-Nearest Neighbors technique and satellite imagery, Remote Sensing of Environment. 111, 466–480.

McRoberts, R.E. (2009) Diagnostic tools for nearest neighbors techniques when used with satellite imagery, Remote Sensing of Environment. 113, 489–499.

Rosenfield, G.H. and Fitzpatrick-Lins, K. (1986) A Coefficient of Agreement as a Measure of Thematic Classification Accuracy, Photogrammetric Engineering and Remote Sensing. 52, 223–227.

Story, M. and Congalton, R.G. (1986) Accuracy Assessment: A User's Perspective, Photogrammetric Engineering and Remote Sensing. 52, 397–399.


[Package nnDiag version 0.0-5 Index]