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e1071 (version 1.7-14)

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, generalized k-nearest neighbour ...

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Version

Install

install.packages('e1071')

Monthly Downloads

489,717

Version

1.7-14

License

GPL-2 | GPL-3

Maintainer

David Meyer

Last Published

December 6th, 2023

Functions in e1071 (1.7-14)

ica

Independent Component Analysis
interpolate

Interpolate Values of Array
impute

Replace Missing Values
hamming.distance

Hamming Distances of Vectors
hanning.window

Computes the Coefficients of a Hanning Window.
permutations

All Permutations of Integers 1:n
plot.stft

Plot Short Time Fourier Transforms
moment

Statistical Moment
naiveBayes

Naive Bayes Classifier
gknn

Generalized k-Nearest Neighbors Classification or Regression
matchControls

Find Matched Control Group
element

Extract Elements of an Array
fclustIndex

Fuzzy Cluster Indexes (Validity/Performance Measures)
matchClasses

Find Similar Classes in Two-way Contingency Tables
kurtosis

Kurtosis
plot.tune

Plot Tuning Object
plot.svm

Plot SVM Objects
scale_data_frame

Scaling and Centering of Data Frames
sigmoid

The Logistic Function and Derivatives
skewness

Skewness
lca

Latent Class Analysis (LCA)
rbridge

Simulation of Brownian Bridge
read.matrix.csr

Read/Write Sparse Data
rwiener

Simulation of Wiener Process
rectangle.window

Computes the Coefficients of a Rectangle Window.
predict.svm

Predict Method for Support Vector Machines
tune

Parameter Tuning of Functions Using Grid Search
probplot

Probability Plot
allShortestPaths

Find Shortest Paths Between All Nodes in a Directed Graph
tune.wrapper

Convenience Tuning Wrapper Functions
tune.control

Control Parameters for the Tune Function
svm

Support Vector Machines
stft

Computes the Short Time Fourier Transform of a Vector
write.svm

Write SVM Object to File
bincombinations

Binary Combinations
cshell

Fuzzy C-Shell Clustering
countpattern

Count Binary Patterns
bootstrap.lca

Bootstrap Samples of LCA Results
Discrete

Discrete Distribution
e1071-deprecated

Deprecated Functions in Package e1071
boxplot.bclust

Boxplot of Cluster Profiles
classAgreement

Coefficients Comparing Classification Agreement
bclust

Bagged Clustering
cmeans

Fuzzy C-Means Clustering
hamming.window

Computes the Coefficients of a Hamming Window.
hsv_palette

Sequential color palette based on HSV colors