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e1071 (version 1.7-11)
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
298,063
Version
1.7-11
License
GPL-2 | GPL-3
Maintainer
David Meyer
Last Published
June 7th, 2022
Functions in e1071 (1.7-11)
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Discrete
Discrete Distribution
cmeans
Fuzzy C-Means Clustering
impute
Replace Missing Values
gknn
Generalized k-Nearest Neighbors Classification or Regression
hamming.distance
Hamming Distances of Vectors
matchClasses
Find Similar Classes in Two-way Contingency Tables
matchControls
Find Matched Control Group
ica
Independent Component Analysis
permutations
All Permutations of Integers 1:n
hsv_palette
Sequential color palette based on HSV colors
plot.stft
Plot Short Time Fourier Transforms
sigmoid
The Logistic Function and Derivatives
skewness
Skewness
rwiener
Simulation of Wiener Process
rectangle.window
Computes the Coefficients of a Rectangle Window.
tune.wrapper
Convenience Tuning Wrapper Functions
hanning.window
Computes the Coefficients of a Hanning Window.
moment
Statistical Moment
classAgreement
Coefficients Comparing Classification Agreement
hamming.window
Computes the Coefficients of a Hamming Window.
write.svm
Write SVM Object to File
element
Extract Elements of an Array
naiveBayes
Naive Bayes Classifier
kurtosis
Kurtosis
scale_data_frame
Scaling and Centering of Data Frames
allShortestPaths
Find Shortest Paths Between All Nodes in a Directed Graph
fclustIndex
Fuzzy Cluster Indexes (Validity/Performance Measures)
interpolate
Interpolate Values of Array
plot.svm
Plot SVM Objects
predict.svm
Predict Method for Support Vector Machines
lca
Latent Class Analysis (LCA)
plot.tune
Plot Tuning Object
rbridge
Simulation of Brownian Bridge
probplot
Probability Plot
read.matrix.csr
Read/Write Sparse Data
stft
Computes the Short Time Fourier Transform of a Vector
svm
Support Vector Machines
tune
Parameter Tuning of Functions Using Grid Search
tune.control
Control Parameters for the Tune Function
bincombinations
Binary Combinations
cshell
Fuzzy C-Shell Clustering
boxplot.bclust
Boxplot of Cluster Profiles
countpattern
Count Binary Patterns
bootstrap.lca
Bootstrap Samples of LCA Results
e1071-deprecated
Deprecated Functions in Package e1071
bclust
Bagged Clustering