e1071 v1.7-1

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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
hamming.distance Hamming Distances of Vectors
hanning.window Computes the Coefficients of a Hanning Window.
element Extract Elements of an Array
plot.stft Plot Short Time Fourier Transforms
rwiener Simulation of Wiener Process
write.svm Write SVM Object to File
tune.wrapper Convenience Tuning Wrapper Functions
fclustIndex Fuzzy Cluster Indexes (Validity/Performance Measures)
plot.svm Plot SVM Objects
allShortestPaths Find Shortest Paths Between All Nodes in a Directed Graph
hamming.window Computes the Coefficients of a Hamming Window.
matchControls Find Matched Control Group
matchClasses Find Similar Classes in Two-way Contingency Tables
lca Latent Class Analysis (LCA)
hsv_palette Sequential color palette based on HSV colors
sigmoid The Logistic Function and Derivatives
bootstrap.lca Bootstrap Samples of LCA Results
interpolate Interpolate Values of Array
kurtosis Kurtosis
naiveBayes Naive Bayes Classifier
plot.tune Plot Tuning Object
permutations All Permutations of Integers 1:n
skewness Skewness
predict.svm Predict Method for Support Vector Machines
tune.control Control Parameters for the Tune Function
rbridge Simulation of Brownian Bridge
tune Parameter Tuning of Functions Using Grid Search
probplot Probability Plot
moment Statistical Moment
stft Computes the Short Time Fourier Transform of a Vector
svm Support Vector Machines
ica Independent Component Analysis
impute Replace Missing Values
read.matrix.csr Read/Write Sparse Data
rectangle.window Computes the Coefficients of a Rectangle Window.
boxplot.bclust Boxplot of Cluster Profiles
cshell Fuzzy C-Shell Clustering
cmeans Fuzzy C-Means Clustering
bincombinations Binary Combinations
classAgreement Coefficients Comparing Classification Agreement
countpattern Count Binary Patterns
e1071-deprecated Deprecated Functions in Package e1071
Discrete Discrete Distribution
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 2019-03-18 21:30:54 UTC; meyer
Repository CRAN
Date/Publication 2019-03-19 15:40:09 UTC

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