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e1071 (version 1.3-4)

Misc Functions of the Department of Statistics (e1071), TU Wien

Description

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

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Version

Install

install.packages('e1071')

Monthly Downloads

489,717

Version

1.3-4

License

GPL version 2. See COPYRIGHT.svm.cpp for the copyright of the svm C++ code.

Maintainer

Friedrich Leisch

Last Published

September 16th, 2024

Functions in e1071 (1.3-4)

Computes the Coefficients of a Hanning Window.

Fuzzy Cluster Indexes (Validity/Performance Measures)

Plot Short Time Fourier Transforms

Latent Class Analysis (LCA)

Fuzzy Clustering using Scatter Matrices

Find similar classes in two-way contingency tables

Boxplot of cluster profiles

Count Binary Patterns

Bagged Clustering

bincombinations

Binary Combinations

Coefficients comparing classification agreement

Interpolate Values of Array

Read Octave Data File

Statistical Moment

Computes the Coefficients of a Hamming Window.

Simulation of Wiener Process

Independent Component Analysis

Support Vector Machines

Predict method for Support Vector Machines

Fuzzy C-Shell Clustering

Computes the Short Time Fourier Transform of a Vector

Fuzzy C-Means Clustering

rectangle.window

Computes the Coefficients of a Rectangle Window.

Internal e1071 functions

The logistic function and derivatives

allShortestPaths

Find Shortest Paths Between All Nodes in a Directed Graph

Discrete Distribution

Simulation of Brownian Bridge

Bootstrap Samples of LCA Results

Replace Missing Values

Extract Elements of an Array

hamming.distance

Hamming Distances of Vectors

All permutations of integers 1:n