R: Regression and Classification Tools

# Regression and Classification Tools

## Documentation for package ‘regtools’ version 1.7.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

A B C D E F G H K L M N O P Q R S T U V W X Y Z

regtools-package | Overview and Package Reference Guide

## -- A --

allNumeric | Miscellaneous Utilities
avalogpred | Classification with More Than 2 Classes
avalogtrn | Classification with More Than 2 Classes

## -- B --

bestKperPoint | k-NN Nonparametric Regression and Classification
boundaryplot | Classification with More Than 2 Classes

## -- C --

catDFRow | Miscellaneous Utilities
charsToFactors | Factor Conversion Utilities
classadjust | Classification with More Than 2 Classes
coef.lmac | Available Cases Method for Missing Data
confusion | Classification with More Than 2 Classes
constCols | Miscellaneous Utilities
courseRecords | Records from several offerings of a certain course.
currency | Pre-Euro Era Currency Fluctuations

## -- D --

day | Bike sharing data.
day1 | Bike sharing data.
day2 | Bike sharing data.
diagNeural | Tools for Neural Networks
discretize | Factor Conversion Utilities
doPCA | Utilities
dummiesToFactor | Factor Conversion Utilities
dummiesToInt | Factor Conversion Utilities

## -- E --

english | English vocabulary data
exploreExpVars | k-NN Nonparametric Regression and Classification

## -- F --

factorsToDummies | Factor Conversion Utilities
factorTo012ec | Classification with More Than 2 Classes
factorTo012etc | Factor Conversion Utilities
factorToDummies | Factor Conversion Utilities
falldetection | Fall Detection Data
findOverallLoss | Utilities
fineTuning | Grid Search Plus More
fineTuningPar | Grid Search Plus More

## -- G --

getDFclasses | Factor Conversion Utilities
getNamedArgs | Utilities

## -- H --

hasCharacters | Factor Conversion Utilities
hasFactors | Factor Conversion Utilities

## -- K --

kmin | k-NN Nonparametric Regression and Classification
kNN | k-NN Nonparametric Regression and Classification
kNNallK | k-NN Nonparametric Regression and Classification
knnest | k-NN Nonparametric Regression and Classification
knnFineTune | Grid Search Plus More
knntrn | k-NN Nonparametric Regression and Classification
kNNxv | k-NN Nonparametric Regression and Classification
krsFit | Tools for Neural Networks
krsFitImg | Tools for Neural Networks

## -- L --

l1 | k-NN Nonparametric Regression and Classification
l2 | k-NN Nonparametric Regression and Classification
lmac | Available Cases Method for Missing Data
loclin | k-NN Nonparametric Regression and Classification
loclogit | k-NN Nonparametric Regression and Classification
loglinac | Available Cases Method for Missing Data
ltrfreqs | Letter Frequencies

## -- M --

makeNA | Available Cases Method for Missing Data
MAPE | k-NN Nonparametric Regression and Classification
meany | k-NN Nonparametric Regression and Classification
mediany | k-NN Nonparametric Regression and Classification
mlb | Major Leage Baseball player data set.
mlens | MovieLens User Summary Data
mm | Method of Moments, Including Possible Regression Terms
mmscale | Miscellaneous Utilities
multCols | Utilities

## -- N --

NAsTo0s | Available Cases Method for Missing Data
newAdult | UCI adult income data set, adapted
newadult | UCI adult income data set, adapted
nlshc | Heteroscedastic Nonlinear Regression
nonparvarplot | k-NN Nonparametric Regression and Classification
nonparvsxplot | k-NN Nonparametric Regression and Classification

## -- O --

oliveoils | Italian olive oils data set.
ovaknntrn | Classification with More Than 2 Classes
ovalogpred | Classification with More Than 2 Classes
ovalogtrn | Classification with More Than 2 Classes

## -- P --

partTrnTst | Utilities
parvsnonparplot | k-NN Nonparametric Regression and Classification
pcac | Available Cases Method for Missing Data
PCAwithFactors | Utilities
peDumms | Silicon Valley programmers and engineers data
pef | Silicon Valley programmers and engineers data
peFactors | Silicon Valley programmers and engineers data
penroseLM | Penrose-Inverse Linear Models and Polynomial Regression
penrosePoly | Penrose-Inverse Linear Models and Polynomial Regression
phoneme | Phoneme Data
plot.rlm | Ridge Regression
plot.tuner | Grid Search Plus More
plotExpVars | k-NN Nonparametric Regression and Classification
predict.knn | k-NN Nonparametric Regression and Classification
predict.krsFit | Tools for Neural Networks
predict.ovaknn | Classification with More Than 2 Classes
predict.penroseLM | Penrose-Inverse Linear Models and Polynomial Regression
predict.penrosePoly | Penrose-Inverse Linear Models and Polynomial Regression
preprocessx | k-NN Nonparametric Regression and Classification
prgeng | Silicon Valley programmers and engineers data
probIncorrectClass | Utilities
propMisclass | Utilities
prToFile | Utilities
pythonBlankSplit | Utilities

## -- Q --

quizDocs | Course quiz documents
quizzes | Course quiz documents

## -- R --

regtools | Overview and Package Reference Guide
replicMeans | Utilities
ridgelm | Ridge Regression
ridgePoly | Penrose-Inverse Linear Models and Polynomial Regression

## -- S --

stdErrPred | Utilities
stopBrowser | Utilities
sw | Swiss Roll
SwissRoll | Swiss Roll

## -- T --

tbltofakedf | Available Cases Method for Missing Data
textToXY | Tools for Text Classification
textToXYpred | Tools for Text Classification
toAllNumeric | Factor Conversion Utilities
toSubFactor | Factor Conversion Utilities
toSuperFactor | Factor Conversion Utilities
TStoX | Transform Time Series to Rectangular Form
TStoXmv | Transform Time Series to Rectangular Form

## -- U --

ulist | Utilities
unscale | Miscellaneous Utilities

## -- V --

vary | k-NN Nonparametric Regression and Classification
vcov.lmac | Available Cases Method for Missing Data

## -- W --

weatherTS | Weather Time Series

## -- X --

xyDataframeToMatrix | Factor Conversion Utilities
xyzPlot | Misc. Graphics

## -- Y --

yell10k | New York Taxi Data

## -- Z --

ZerosToNAs | Available Cases Method for Missing Data