All functions

ddiscrete() pdiscrete() qdiscrete() rdiscrete()

Discrete Distribution

bclust() hclust.bclust() plot(<bclust>) centers.bclust() clusters.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

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() compareMatchedClasses()

Find Similar Classes in Two-way Contingency Tables

matchControls()

Find Matched Control Group

moment()

Statistical Moment

naiveBayes(<formula>) naiveBayes(<default>) predict(<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() lines(<probplot>)

Probability Plot

rbridge()

Simulation of Brownian Bridge

read.matrix.csr() write.matrix.csr()

Read/Write Sparse Data

rectangle.window()

Computes the Coefficients of a Rectangle Window.

rwiener()

Simulation of Wiener Process

allShortestPaths() extractPath()

Find Shortest Paths Between All Nodes in a Directed Graph

sigmoid() dsigmoid() d2sigmoid()

The Logistic Function and Derivatives

skewness()

Skewness

stft()

Computes the Short Time Fourier Transform of a Vector

svm(<formula>) svm(<default>)

Support Vector Machines

tune() best.tune()

Parameter Tuning of Functions Using Grid Search

tune.control()

Control Parameters for the Tune Function

tune.svm() best.svm() tune.nnet() best.nnet() tune.rpart() best.rpart() tune.randomForest() best.randomForest() tune.knn()

Convenience Tuning Wrapper Functions

write.svm()

Write SVM Object to File