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e1071 (version 1.7-1)

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

394,585

Version

1.7-1

License

GPL-2

Maintainer

David Meyer

Last Published

March 19th, 2019

Functions in e1071 (1.7-1)

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