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e1071 (version 1.2-1)

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

539,706

Version

1.2-1

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 (1.2-1)

Replace Missing Values

Computes the Coefficients of a Hanning Window.

Fuzzy C-Means Clustering

Bootstrap Samples of LCA Results

Read Octave Data File

Coefficients comparing classification agreement

The Multivariate Normal Distribution

Fuzzy C-Shell Clustering

Simulation of Wiener Process

Computes the Short Time Fourier Transform of a Vector

Independent Component Analysis

All permutations of integers 1:n

bincombinations

Binary Combinations

Statistical Moment

Simulation of Brownian Bridge

Support Vector Machines

Interpolate Values of Array

Predict method for Support Vector Machines

Fuzzy Clustering using Scatter Matrices

Count Binary Patterns

Computes the Coefficients of a Hamming Window.

rectangle.window

Computes the Coefficients of a Rectangle Window.

Internal e1071 functions

Bagged Clustering

Extract Elements of an Array

Plot Short Time Fourier Transforms

Find similar classes in two-way contingency tables

Latent Class Analysis (LCA)

Discrete Distribution

hamming.distance

Hamming Distances of Vectors

allShortestPaths

Find Shortest Paths Between All Nodes in a Directed Graph

Boxplot of cluster profiles

Fuzzy Cluster Indexes (Validity/Performance Measures)

The logistic function and derivatives