Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien

bclust | Bagged Clustering |

bincombinations | Binary Combinations |

bootstrap.lca | Bootstrap Samples of LCA Results |

boxplot.bclust | Boxplot of Cluster Profiles |

classAgreement | Coefficients Comparing Classification Agreement |

cmeans | Fuzzy C-Means Clustering |

countpattern | Count Binary Patterns |

cshell | Fuzzy C-Shell Clustering |

Discrete | Discrete Distribution |

e1071-deprecated | Deprecated Functions in Package e1071 |

element | Extract Elements of an Array |

fclustIndex | Fuzzy Cluster Indexes (Validity/Performance Measures) |

hamming.distance | Hamming Distances of Vectors |

hamming.window | Computes the Coefficients of a Hamming Window. |

hanning.window | Computes the Coefficients of a Hanning Window. |

hsv_palette | Sequential color palette based on HSV colors |

ica | Independent Component Analysis |

impute | Replace Missing Values |

interpolate | Interpolate Values of Array |

kurtosis | Kurtosis |

lca | Latent Class Analysis (LCA) |

matchClasses | Find Similar Classes in Two-way Contingency Tables |

matchControls | Find Matched Control Group |

moment | Statistical Moment |

naiveBayes | Naive Bayes Classifier |

permutations | All Permutations of Integers 1:n |

plot.stft | Plot Short Time Fourier Transforms |

plot.svm | Plot SVM Objects |

plot.tune | Plot Tuning Object |

predict.svm | Predict Method for Support Vector Machines |

probplot | Probability Plot |

rbridge | Simulation of Brownian Bridge |

read.matrix.csr | Read/Write Sparse Data |

rectangle.window | Computes the Coefficients of a Rectangle Window. |

rwiener | Simulation of Wiener Process |

shortestPaths | Find Shortest Paths Between All Nodes in a Directed Graph |

sigmoid | The Logistic Function and Derivatives |

skewness | Skewness |

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 |

tune.wrapper | Convenience Tuning Wrapper Functions |

write.svm | Write SVM Object to File |

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