e1071: Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien

Functions for latent class analysis, short time Fourier transform, fuzzy clustering, support vector machines, shortest path computation, bagged clustering, naive Bayes classifier, ...

Install the latest version of this package by entering the following in R:
install.packages("e1071")
AuthorDavid Meyer [aut, cre], Evgenia Dimitriadou [aut, cph], Kurt Hornik [aut], Andreas Weingessel [aut], Friedrich Leisch [aut], Chih-Chung Chang [ctb, cph] (libsvm C++-code), Chih-Chen Lin [ctb, cph] (libsvm C++-code)
Date of publication2017-02-02 12:37:10
MaintainerDavid Meyer <David.Meyer@R-project.org>
LicenseGPL-2
Version1.6-8

View on CRAN

Man pages

bclust: Bagged Clustering

bincombinations: Binary Combinations

bootstrap.lca: Bootstrap Samples of LCA Results

boxplot.bclust: Boxplot of Cluster Profiles

classAgreement: Coefficients Comparing Classification Agreement

cmeans: Fuzzy C-Means Clustering

countpattern: Count Binary Patterns

cshell: Fuzzy C-Shell Clustering

Discrete: Discrete Distribution

e1071-deprecated: Deprecated Functions in Package e1071

element: Extract Elements of an Array

fclustIndex: Fuzzy Cluster Indexes (Validity/Performance Measures)

hamming.distance: Hamming Distances of Vectors

hamming.window: Computes the Coefficients of a Hamming Window.

hanning.window: Computes the Coefficients of a Hanning Window.

hsv_palette: Sequential color palette based on HSV colors

ica: Independent Component Analysis

impute: Replace Missing Values

interpolate: Interpolate Values of Array

kurtosis: Kurtosis

lca: Latent Class Analysis (LCA)

matchClasses: Find Similar Classes in Two-way Contingency Tables

matchControls: Find Matched Control Group

moment: Statistical Moment

naiveBayes: Naive Bayes Classifier

permutations: All Permutations of Integers 1:n

plot.stft: Plot Short Time Fourier Transforms

plot.svm: Plot SVM Objects

plot.tune: Plot Tuning Object

predict.svm: Predict Method for Support Vector Machines

probplot: Probability Plot

rbridge: Simulation of Brownian Bridge

read.matrix.csr: Read/Write Sparse Data

rectangle.window: Computes the Coefficients of a Rectangle Window.

rwiener: Simulation of Wiener Process

shortestPaths: Find Shortest Paths Between All Nodes in a Directed Graph

sigmoid: The Logistic Function and Derivatives

skewness: Skewness

stft: Computes the Short Time Fourier Transform of a Vector

svm: Support Vector Machines

tune: Parameter Tuning of Functions Using Grid Search

tune.control: Control Parameters for the Tune Function

tune.wrapper: Convenience Tuning Wrapper Functions

write.svm: Write SVM Object to File

Functions

allShortestPaths Man page
bclust Man page
best.nnet Man page
best.randomForest Man page
best.rpart Man page
best.svm Man page
best.tune Man page
bincombinations Man page
bootstrap.lca Man page
boxplot.bclust Man page
centers.bclust Man page
classAgreement Man page
clusters.bclust Man page
cmeans Man page
compareMatchedClasses Man page
countpattern Man page
cshell Man page
d2sigmoid Man page
ddiscrete Man page
dsigmoid Man page
e1071-deprecated Man page
element Man page
extractPath Man page
fclustIndex Man page
hamming.distance Man page
hamming.window Man page
hanning.window Man page
hclust.bclust Man page
hsv_palette Man page
ica Man page
impute Man page
interpolate Man page
kurtosis Man page
lca Man page
lines.probplot Man page
matchClasses Man page
matchControls Man page
moment Man page
naiveBayes Man page
naiveBayes.default Man page
naiveBayes.formula Man page
pdiscrete Man page
permutations Man page
plot.bclust Man page
plot.ica Man page
plot.stft Man page
plot.svm Man page
plot.tune Man page
predict.lca Man page
predict.naiveBayes Man page
predict.svm Man page
print.bootstrap.lca Man page
print.fclust Man page
print.ica Man page
print.lca Man page
print.naiveBayes Man page
print.summary.lca Man page
print.summary.svm Man page
print.summary.tune Man page
print.svm Man page
print.tune Man page
probplot Man page
qdiscrete Man page
rbridge Man page
rdiscrete Man page
read.matrix.csr Man page
rectangle.window Man page
rwiener Man page
sigmoid Man page
skewness Man page
stft Man page
summary.lca Man page
summary.svm Man page
summary.tune Man page
svm Man page
svm.default Man page
svm.formula Man page
tune Man page
tune.control Man page
tune.knn Man page
tune.nnet Man page
tune.randomForest Man page
tune.rpart Man page
tune.svm Man page
tune.wrapper Man page
write.matrix.csr Man page
write.svm Man page

Files

inst
inst/NEWS.Rd
inst/doc
inst/doc/svmdoc.R
inst/doc/svmdoc.Rnw
inst/doc/svmdoc.pdf
inst/doc/svminternals.Rnw
inst/doc/svminternals.pdf
configure.ac
tests
tests/clustering.R
src
src/cmeans.c
src/svm.h
src/cshell.c
src/floyd.c
src/Rsvm.c
src/svm.cpp
src/init.c
NAMESPACE
R
R/hamming.window.R R/interpolate.R R/sigmoid.R R/rwiener.R R/impute.R R/naiveBayes.R R/cmeans.R R/fclustIndex.R R/hanning.window.R R/probplot.R R/rectangle.window.R R/matchClasses.R R/sparse.R R/bincombinations.R R/moment.R R/cshell.R R/element.R R/discrete.R R/lca.R R/matchControls.R R/hamming.distance.R R/stft.R R/skewness.R R/bclust.R R/shortestPaths.R R/svm.R R/ica.R R/kurtosis.R R/rbridge.R R/plot.stft.R R/e1071-deprecated.R R/countpattern.R R/tune.R
vignettes
vignettes/svm.pdf
vignettes/svmdoc.Rnw
vignettes/svminternals.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
configure
man
man/hanning.window.Rd man/tune.control.Rd man/sigmoid.Rd man/rwiener.Rd man/tune.Rd man/element.Rd man/bclust.Rd man/Discrete.Rd man/bootstrap.lca.Rd man/plot.stft.Rd man/shortestPaths.Rd man/countpattern.Rd man/e1071-deprecated.Rd man/skewness.Rd man/ica.Rd man/tune.wrapper.Rd man/read.matrix.csr.Rd man/rectangle.window.Rd man/hamming.distance.Rd man/bincombinations.Rd man/cmeans.Rd man/interpolate.Rd man/permutations.Rd man/classAgreement.Rd man/hsv_palette.Rd man/plot.tune.Rd man/moment.Rd man/cshell.Rd man/kurtosis.Rd man/plot.svm.Rd man/naiveBayes.Rd man/probplot.Rd man/rbridge.Rd man/impute.Rd man/hamming.window.Rd man/matchClasses.Rd man/write.svm.Rd man/svm.Rd man/lca.Rd man/fclustIndex.Rd man/boxplot.bclust.Rd man/predict.svm.Rd man/stft.Rd man/matchControls.Rd
cleanup

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