Learn R Programming
⚠️There's a newer version (1.7-16) of this package.Take me there.

e1071 (version 1.7-13)

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 ...

Copy Link

Version

Install

install.packages('e1071')

Monthly Downloads

539,706

Version

1.7-13

License

GPL-2 | GPL-3

Maintainer

David Meyer

Last Published

February 1st, 2023

Functions in e1071 (1.7-13)

hamming.window

Computes the Coefficients of a Hamming Window.
impute

Replace Missing Values
gknn

Generalized k-Nearest Neighbors Classification or Regression
ica

Independent Component Analysis
hanning.window

Computes the Coefficients of a Hanning Window.
interpolate

Interpolate Values of Array
hsv_palette

Sequential color palette based on HSV colors
matchControls

Find Matched Control Group
matchClasses

Find Similar Classes in Two-way Contingency Tables
element

Extract Elements of an Array
moment

Statistical Moment
kurtosis

Kurtosis
plot.tune

Plot Tuning Object
hamming.distance

Hamming Distances of Vectors
fclustIndex

Fuzzy Cluster Indexes (Validity/Performance Measures)
plot.svm

Plot SVM Objects
permutations

All Permutations of Integers 1:n
rectangle.window

Computes the Coefficients of a Rectangle Window.
rbridge

Simulation of Brownian Bridge
sigmoid

The Logistic Function and Derivatives
lca

Latent Class Analysis (LCA)
plot.stft

Plot Short Time Fourier Transforms
naiveBayes

Naive Bayes Classifier
rwiener

Simulation of Wiener Process
skewness

Skewness
read.matrix.csr

Read/Write Sparse Data
write.svm

Write SVM Object to File
tune.wrapper

Convenience Tuning Wrapper Functions
scale_data_frame

Scaling and Centering of Data Frames
allShortestPaths

Find Shortest Paths Between All Nodes in a Directed Graph
tune

Parameter Tuning of Functions Using Grid Search
tune.control

Control Parameters for the Tune Function
probplot

Probability Plot
predict.svm

Predict Method for Support Vector Machines
svm

Support Vector Machines
stft

Computes the Short Time Fourier Transform of a Vector
cmeans

Fuzzy C-Means Clustering
classAgreement

Coefficients Comparing Classification Agreement
cshell

Fuzzy C-Shell Clustering
Discrete

Discrete Distribution
boxplot.bclust

Boxplot of Cluster Profiles
e1071-deprecated

Deprecated Functions in Package e1071
bclust

Bagged Clustering
bootstrap.lca

Bootstrap Samples of LCA Results
bincombinations

Binary Combinations
countpattern

Count Binary Patterns