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e1071 (version 1.7-4)

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

414,420

Version

1.7-4

License

GPL-2 | GPL-3

Maintainer

David Meyer

Last Published

October 14th, 2020

Functions in e1071 (1.7-4)

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