e1071 v1.7-4

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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
bclust Bagged Clustering
boxplot.bclust Boxplot of Cluster Profiles
cshell Fuzzy C-Shell Clustering
classAgreement Coefficients Comparing Classification Agreement
bootstrap.lca Bootstrap Samples of LCA Results
countpattern Count Binary Patterns
bincombinations Binary Combinations
cmeans Fuzzy C-Means Clustering
hamming.distance Hamming Distances of Vectors
Discrete Discrete Distribution
hanning.window Computes the Coefficients of a Hanning Window.
fclustIndex Fuzzy Cluster Indexes (Validity/Performance Measures)
permutations All Permutations of Integers 1:n
element Extract Elements of an Array
naiveBayes Naive Bayes Classifier
ica Independent Component Analysis
impute Replace Missing Values
plot.tune Plot Tuning Object
hsv_palette Sequential color palette based on HSV colors
predict.svm Predict Method for Support Vector Machines
stft Computes the Short Time Fourier Transform of a Vector
svm Support Vector Machines
kurtosis Kurtosis
interpolate Interpolate Values of Array
plot.svm Plot SVM Objects
plot.stft Plot Short Time Fourier Transforms
e1071-deprecated Deprecated Functions in Package e1071
sigmoid The Logistic Function and Derivatives
skewness Skewness
hamming.window Computes the Coefficients of a Hamming Window.
lca Latent Class Analysis (LCA)
matchControls Find Matched Control Group
matchClasses Find Similar Classes in Two-way Contingency Tables
tune.control Control Parameters for the Tune Function
rbridge Simulation of Brownian Bridge
rectangle.window Computes the Coefficients of a Rectangle Window.
read.matrix.csr Read/Write Sparse Data
tune Parameter Tuning of Functions Using Grid Search
probplot Probability Plot
tune.wrapper Convenience Tuning Wrapper Functions
write.svm Write SVM Object to File
moment Statistical Moment
rwiener Simulation of Wiener Process
allShortestPaths Find Shortest Paths Between All Nodes in a Directed Graph
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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 2020-10-13 06:36:06 UTC; meyer
Repository CRAN
Date/Publication 2020-10-14 05:30:06 UTC

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