k-Nearest Neighbor Diagnostic Tools

Documentation for package ‘nnDiag’ version 0.0-5

nnDiag-package	A suite of graphical diagnostic tools to evaluate kNN classifications.
aoiMaker	Create Random Areas of Interest (AOI) From a Larger Image
arealBias	Bias Assessment Using an Areal Approach
bias	Bias Assessment
categorical	Diagnostics for categorical variable classifications
extrap	Extrapolations Test
grouper	Produce Ordered Groups of Data Elements
knnvarfun	Variance Estimators for kNN
LuceForgrp	Forest Inventory Forest Group Type Data on Subplots in Luce County, Michigan
LuceVolume	Forest Inventory Volume Data for Subplots in Luce County, Michigan
LuceVolume_indx	Index of Neighbors for kNN Classification of Volume, k = 18
LuceVolume_subset	Subset of Forest Inventory Volume Data for Subplots in Luce County, Michigan
nnDiag	A suite of graphical diagnostic tools to evaluate kNN classifications.
outInflu	Find Potential Outliers and Influential Observations
rmse	Root Mean Square Error
scedast	Test of Scedasticity