e1071 v1.5-20

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

Date 2009-10-19
License GPL-2
LazyLoad yes
Packaged 2009-10-19 16:08:47 UTC; hornik
Repository CRAN
Date/Publication 2009-10-19 16:14:58

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