Regression and Classification Tools

Documentation for package ‘regtools’ version 1.7.0

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

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