e1071 v1.5-20
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Misc Functions of the Department of Statistics (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 | |
| Discrete | Discrete Distribution | |
| moment | Statistical Moment | |
| cmeans | Fuzzy C-Means Clustering | |
| bootstrap.lca | Bootstrap Samples of LCA Results | |
| naiveBayes | Naive Bayes Classifier | |
| matchClasses | Find Similar Classes in Two-way Contingency Tables | |
| boxplot.bclust | Boxplot of Cluster Profiles | |
| cshell | Fuzzy C-Shell Clustering | |
| ica | Independent Component Analysis | |
| hanning.window | Computes the Coefficients of a Hanning Window. | |
| probplot | Probability Plot | |
| bincombinations | Binary Combinations | |
| hamming.window | Computes the Coefficients of a Hamming Window. | |
| kurtosis | Kurtosis | |
| fclustIndex | Fuzzy Cluster Indexes (Validity/Performance Measures) | |
| interpolate | Interpolate Values of Array | |
| e1071-deprecated | Deprecated Functions in Package e1071 | |
| plot.tune | Plot Tuning Object | |
| classAgreement | Coefficients Comparing Classification Agreement | |
| matchControls | Find Matched Control Group | |
| plot.svm | Plot SVM Objects | |
| lca | Latent Class Analysis (LCA) | |
| permutations | All Permutations of Integers 1:n | |
| impute | Replace Missing Values | |
| plot.stft | Plot Short Time Fourier Transforms | |
| bclust | Bagged Clustering | |
| hsv_palette | Sequential color palette based on HSV colors | |
| predict.svm | Predict Method for Support Vector Machines | |
| rbridge | Simulation of Brownian Bridge | |
| hamming.distance | Hamming Distances of Vectors | |
| read.matrix.csr | Read/Write Sparse Data | |
| tune.wrapper | Convenience Tuning Wrapper Functions | |
| skewness | Skewness | |
| tune.control | Control Parameters for the Tune Function | |
| rwiener | Simulation of Wiener Process | |
| svm | Support Vector Machines | |
| write.svm | Write SVM Object to File | |
| sigmoid | The Logistic Function and Derivatives | |
| rectangle.window | Computes the Coefficients of a Rectangle Window. | |
| tune | Parameter Tuning of Functions Using Grid Search | |
| allShortestPaths | Find Shortest Paths Between All Nodes in a Directed Graph | |
| stft | Computes the Short Time Fourier Transform of a Vector | |
| element | Extract Elements of an Array | |
| countpattern | Count Binary Patterns | |
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Details
| Date | 2009-10-19 |
| License | GPL-2 |
| LazyLoad | yes |
| Packaged | 2009-10-19 16:08:47 UTC; hornik |
| Repository | CRAN |
| Date/Publication | 2009-10-19 16:14:58 |
| depends | class |
| suggests | cluster , Matrix , methods , mlbench , nnet , randomForest , rpart , SparseM , xtable |
| imports | graphics , grDevices , stats , utils |
| Contributors | David Meyer, Kurt Hornik, Friedrich Leisch, Evgenia Dimitriadou, Andreas Weingessel |
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