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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 ...
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Install
install.packages('e1071')
Monthly Downloads
325,272
Version
1.7-13
License
GPL-2 | GPL-3
Maintainer
David Meyer
Last Published
February 1st, 2023
Functions in e1071 (1.7-13)
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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