e1071 v1.7-0.1

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

Name
svm.pdf
svmdoc.Rnw
svminternals.Rnw
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Details

License GPL-2
LazyLoad yes
NeedsCompilation yes
Packaged 2019-01-21 08:44:28 UTC; ripley
Repository CRAN
Date/Publication 2019-01-21 10:56:06 UTC

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