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e1071 (version 1.7-6)
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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Install
install.packages('e1071')
Monthly Downloads
325,272
Version
1.7-6
License
GPL-2 | GPL-3
Maintainer
David Meyer
Last Published
March 18th, 2021
Functions in e1071 (1.7-6)
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Discrete
Discrete Distribution
cshell
Fuzzy C-Shell Clustering
bincombinations
Binary Combinations
boxplot.bclust
Boxplot of Cluster Profiles
e1071-deprecated
Deprecated Functions in Package e1071
bootstrap.lca
Bootstrap Samples of LCA Results
bclust
Bagged Clustering
element
Extract Elements of an Array
cmeans
Fuzzy C-Means Clustering
countpattern
Count Binary Patterns
gknn
Generalized k-Nearest Neighbors Classification or Regression
hamming.distance
Hamming Distances of Vectors
rwiener
Simulation of Wiener Process
rectangle.window
Computes the Coefficients of a Rectangle Window.
moment
Statistical Moment
hamming.window
Computes the Coefficients of a Hamming Window.
hanning.window
Computes the Coefficients of a Hanning Window.
kurtosis
Kurtosis
impute
Replace Missing Values
plot.tune
Plot Tuning Object
interpolate
Interpolate Values of Array
ica
Independent Component Analysis
fclustIndex
Fuzzy Cluster Indexes (Validity/Performance Measures)
hsv_palette
Sequential color palette based on HSV colors
rbridge
Simulation of Brownian Bridge
classAgreement
Coefficients Comparing Classification Agreement
lca
Latent Class Analysis (LCA)
scale_data_frame
Scaling and Centering of Data Frames
tune.wrapper
Convenience Tuning Wrapper Functions
allShortestPaths
Find Shortest Paths Between All Nodes in a Directed Graph
naiveBayes
Naive Bayes Classifier
stft
Computes the Short Time Fourier Transform of a Vector
probplot
Probability Plot
predict.svm
Predict Method for Support Vector Machines
write.svm
Write SVM Object to File
svm
Support Vector Machines
matchClasses
Find Similar Classes in Two-way Contingency Tables
sigmoid
The Logistic Function and Derivatives
matchControls
Find Matched Control Group
skewness
Skewness
permutations
All Permutations of Integers 1:n
tune
Parameter Tuning of Functions Using Grid Search
tune.control
Control Parameters for the Tune Function
plot.svm
Plot SVM Objects
plot.stft
Plot Short Time Fourier Transforms
read.matrix.csr
Read/Write Sparse Data