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

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

Author
David 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 publication
2015-08-05 18:51:12
Maintainer
David Meyer <David.Meyer@R-project.org>
License
GPL-2
Version
1.6-7

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

Files in this package

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