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e1071 (version 1.6-8)

Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien

Description

Functions for latent class analysis, short time Fourier transform, fuzzy clustering, support vector machines, shortest path computation, bagged clustering, naive Bayes classifier, ...

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Version

Install

install.packages('e1071')

Monthly Downloads

489,717

Version

1.6-8

License

GPL-2

Maintainer

David Meyer

Last Published

February 2nd, 2017

Functions in e1071 (1.6-8)

e1071-deprecated

Deprecated Functions in Package e1071
bclust

Bagged Clustering
boxplot.bclust

Boxplot of Cluster Profiles
Discrete

Discrete Distribution
element

Extract Elements of an Array
bincombinations

Binary Combinations
bootstrap.lca

Bootstrap Samples of LCA Results
cshell

Fuzzy C-Shell Clustering
ica

Independent Component Analysis
hsv_palette

Sequential color palette based on HSV colors
kurtosis

Kurtosis
impute

Replace Missing Values
lca

Latent Class Analysis (LCA)
interpolate

Interpolate Values of Array
hamming.window

Computes the Coefficients of a Hamming Window.
fclustIndex

Fuzzy Cluster Indexes (Validity/Performance Measures)
hamming.distance

Hamming Distances of Vectors
hanning.window

Computes the Coefficients of a Hanning Window.
permutations

All Permutations of Integers 1:n
plot.tune

Plot Tuning Object
plot.svm

Plot SVM Objects
naiveBayes

Naive Bayes Classifier
plot.stft

Plot Short Time Fourier Transforms
probplot

Probability Plot
matchControls

Find Matched Control Group
matchClasses

Find Similar Classes in Two-way Contingency Tables
moment

Statistical Moment
predict.svm

Predict Method for Support Vector Machines
allShortestPaths

Find Shortest Paths Between All Nodes in a Directed Graph
rwiener

Simulation of Wiener Process
read.matrix.csr

Read/Write Sparse Data
sigmoid

The Logistic Function and Derivatives
rbridge

Simulation of Brownian Bridge
rectangle.window

Computes the Coefficients of a Rectangle Window.
skewness

Skewness
tune.control

Control Parameters for the Tune Function
svm

Support Vector Machines
stft

Computes the Short Time Fourier Transform of a Vector
tune.wrapper

Convenience Tuning Wrapper Functions
tune

Parameter Tuning of Functions Using Grid Search
write.svm

Write SVM Object to File
classAgreement

Coefficients Comparing Classification Agreement
countpattern

Count Binary Patterns
cmeans

Fuzzy C-Means Clustering