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, ...

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 publication2015-08-11 12:17:26
MaintainerDavid Meyer <David.Meyer@R-project.org>
LicenseGPL-2
Version1.6-8

View on R-Forge

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

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