e1071 v1.7-3

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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
hanning.window Computes the Coefficients of a Hanning Window.
ica Independent Component Analysis
plot.tune Plot Tuning Object
read.matrix.csr Read/Write Sparse Data
rectangle.window Computes the Coefficients of a Rectangle Window.
kurtosis Kurtosis
predict.svm Predict Method for Support Vector Machines
interpolate Interpolate Values of Array
Discrete Discrete Distribution
hsv_palette Sequential color palette based on HSV colors
moment Statistical Moment
impute Replace Missing Values
permutations All Permutations of Integers 1:n
tune Parameter Tuning of Functions Using Grid Search
naiveBayes Naive Bayes Classifier
matchControls Find Matched Control Group
rwiener Simulation of Wiener Process
hamming.distance Hamming Distances of Vectors
write.svm Write SVM Object to File
element Extract Elements of an Array
allShortestPaths Find Shortest Paths Between All Nodes in a Directed Graph
hamming.window Computes the Coefficients of a Hamming Window.
svm Support Vector Machines
stft Computes the Short Time Fourier Transform of a Vector
tune.control Control Parameters for the Tune Function
lca Latent Class Analysis (LCA)
probplot Probability Plot
fclustIndex Fuzzy Cluster Indexes (Validity/Performance Measures)
matchClasses Find Similar Classes in Two-way Contingency Tables
plot.stft Plot Short Time Fourier Transforms
sigmoid The Logistic Function and Derivatives
rbridge Simulation of Brownian Bridge
plot.svm Plot SVM Objects
tune.wrapper Convenience Tuning Wrapper Functions
skewness Skewness
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
e1071-deprecated Deprecated Functions in Package e1071
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 | GPL-3
LazyLoad yes
NeedsCompilation yes
Packaged 2019-11-25 17:01:14 UTC; meyer
Repository CRAN
Date/Publication 2019-11-26 18:29:09 UTC

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