e1071 v1.7-2

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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, ...

Functions in e1071

Name Description
ica Independent Component Analysis
element Extract Elements of an Array
hamming.window Computes the Coefficients of a Hamming Window.
hamming.distance Hamming Distances of Vectors
matchControls Find Matched Control Group
moment Statistical Moment
countpattern Count Binary Patterns
fclustIndex Fuzzy Cluster Indexes (Validity/Performance Measures)
hsv_palette Sequential color palette based on HSV colors
lca Latent Class Analysis (LCA)
hanning.window Computes the Coefficients of a Hanning Window.
impute Replace Missing Values
plot.stft Plot Short Time Fourier Transforms
plot.tune Plot Tuning Object
plot.svm Plot SVM Objects
allShortestPaths Find Shortest Paths Between All Nodes in a Directed Graph
rwiener Simulation of Wiener Process
interpolate Interpolate Values of Array
predict.svm Predict Method for Support Vector Machines
sigmoid The Logistic Function and Derivatives
kurtosis Kurtosis
skewness Skewness
rbridge Simulation of Brownian Bridge
stft Computes the Short Time Fourier Transform of a Vector
probplot Probability Plot
permutations All Permutations of Integers 1:n
naiveBayes Naive Bayes Classifier
svm Support Vector Machines
tune Parameter Tuning of Functions Using Grid Search
matchClasses Find Similar Classes in Two-way Contingency Tables
read.matrix.csr Read/Write Sparse Data
tune.control Control Parameters for the Tune Function
rectangle.window Computes the Coefficients of a Rectangle Window.
tune.wrapper Convenience Tuning Wrapper Functions
write.svm Write SVM Object to File
Discrete Discrete Distribution
bclust Bagged Clustering
cshell Fuzzy C-Shell Clustering
e1071-deprecated Deprecated Functions in Package e1071
boxplot.bclust Boxplot of Cluster Profiles
classAgreement Coefficients Comparing Classification Agreement
cmeans Fuzzy C-Means Clustering
bootstrap.lca Bootstrap Samples of LCA Results
bincombinations Binary Combinations
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Vignettes of e1071

Name
svm.pdf
svmdoc.Rnw
svminternals.Rnw
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Details

License GPL-2 | GPL-3
LazyLoad yes
NeedsCompilation yes
Packaged 2019-06-04 09:05:01 UTC; meyer
Repository CRAN
Date/Publication 2019-06-05 08:20:27 UTC

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