Man pages for henkelstone/NPEL.Classification
Classifaction and data-handling routines for NPEL Caribou Project

buildModelBuilds a model of the specified type
buildPredictA closure that generates a function call for predicting new...
classAccGenerates basic error statistics for a model
ConstantsPackage Constants
deg2radConvert degrees to radians and vice versa
ecoGroupAn example of a transformation 'function'
egTileAn example tile for debugging and didactic purposes
extractPointsExtracts the raster data corresponding to each point in the...
factorLevelsRetrieve the levels within a factor object
factorValuesRetrieve the values within a factor object
fx2varsConvert formula object to x,y variables and vice versa
generateModelsGenerate Models
getArgsExtract the arguments used to generate a model object
getClassesRecover the classes that a model uses
getDataExtract the original data from an object
getFittedExtract the fitted data from a model object
getFormulaExtract the formula used to generate a model object
getProbExtract the probabilities (confidence) from a model; the...
getVIMPExtract the VIMP if it is present
imputeImpute data from a NN model
isCatIs the object categorical or continuous
mergeLevelsMerge the levels of two factors; the factors of y not present...
modelAccsGenerate accuracy statistics and variable importance for a...
modelsValidGenerate validation statistics for a list of models; a...
nnErrMapGenerate a map of the distance - or error - from a pixel to...
NPEL.ClassificationFor aiding in the processing and classification of remote...
npelVIFCompute the variable inflation factor of the terms in a...
npelVIMPGenerate an estimate for variable importance for nearest...
plotTileGiven a ggplot base object create a finished plot
plotTile.baseCreates a base ggplot object of the raster object
plotTilesOutputs plots of multiple data files into a single folder
prob2classConvert a matrix of probabilities to a vector of classes
readTileRead a collection of tif layers from a folder
siteDataAn example of site data; this is the portion of the data...
sortLevelsSort the levels in a factor
trimLevelsTrim the levels so the only levels present are ones that...
validateCheck the accuracy of a model using independent validation...
waterAn example of a water mask
wrapAccs.CatThin wrappers to package up categorical/continuous...
writeTileCompute and output a landscape
writeTilesWrite multiple output tiles
henkelstone/NPEL.Classification documentation built on May 17, 2019, 3:42 p.m.