e1071 v1.7-4
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Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien
Functions for latent class analysis, short time Fourier
transform, fuzzy clustering, support vector machines,
shortest path computation, bagged clustering, naive Bayes
classifier, ...
Functions in e1071
Name | Description | |
bclust | Bagged Clustering | |
boxplot.bclust | Boxplot of Cluster Profiles | |
cshell | Fuzzy C-Shell Clustering | |
classAgreement | Coefficients Comparing Classification Agreement | |
bootstrap.lca | Bootstrap Samples of LCA Results | |
countpattern | Count Binary Patterns | |
bincombinations | Binary Combinations | |
cmeans | Fuzzy C-Means Clustering | |
hamming.distance | Hamming Distances of Vectors | |
Discrete | Discrete Distribution | |
hanning.window | Computes the Coefficients of a Hanning Window. | |
fclustIndex | Fuzzy Cluster Indexes (Validity/Performance Measures) | |
permutations | All Permutations of Integers 1:n | |
element | Extract Elements of an Array | |
naiveBayes | Naive Bayes Classifier | |
ica | Independent Component Analysis | |
impute | Replace Missing Values | |
plot.tune | Plot Tuning Object | |
hsv_palette | Sequential color palette based on HSV colors | |
predict.svm | Predict Method for Support Vector Machines | |
stft | Computes the Short Time Fourier Transform of a Vector | |
svm | Support Vector Machines | |
kurtosis | Kurtosis | |
interpolate | Interpolate Values of Array | |
plot.svm | Plot SVM Objects | |
plot.stft | Plot Short Time Fourier Transforms | |
e1071-deprecated | Deprecated Functions in Package e1071 | |
sigmoid | The Logistic Function and Derivatives | |
skewness | Skewness | |
hamming.window | Computes the Coefficients of a Hamming Window. | |
lca | Latent Class Analysis (LCA) | |
matchControls | Find Matched Control Group | |
matchClasses | Find Similar Classes in Two-way Contingency Tables | |
tune.control | Control Parameters for the Tune Function | |
rbridge | Simulation of Brownian Bridge | |
rectangle.window | Computes the Coefficients of a Rectangle Window. | |
read.matrix.csr | Read/Write Sparse Data | |
tune | Parameter Tuning of Functions Using Grid Search | |
probplot | Probability Plot | |
tune.wrapper | Convenience Tuning Wrapper Functions | |
write.svm | Write SVM Object to File | |
moment | Statistical Moment | |
rwiener | Simulation of Wiener Process | |
allShortestPaths | Find Shortest Paths Between All Nodes in a Directed Graph | |
No Results! |
Vignettes of e1071
Name | ||
svm.pdf | ||
svmdoc.Rnw | ||
svminternals.Rnw | ||
No Results! |
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Details
License | GPL-2 | GPL-3 |
LazyLoad | yes |
NeedsCompilation | yes |
Packaged | 2020-10-13 06:36:06 UTC; meyer |
Repository | CRAN |
Date/Publication | 2020-10-14 05:30:06 UTC |
imports | class , graphics , grDevices , methods , stats , utils |
suggests | cluster , MASS , Matrix , mlbench , nnet , randomForest , rpart , slam , SparseM , xtable |
Contributors | Kurt Hornik, Friedrich Leisch, Evgenia Dimitriadou, Andreas Weingessel, Chih-Chung Chang, Chih-Chen Lin |
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