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! | ||
Last month downloads
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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