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

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Documentation for package ‘e1071’ version 1.7-14

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

allShortestPaths	Find Shortest Paths Between All Nodes in a Directed Graph
bclust	Bagged Clustering
best.gknn	Convenience Tuning Wrapper Functions
best.nnet	Convenience Tuning Wrapper Functions
best.randomForest	Convenience Tuning Wrapper Functions
best.rpart	Convenience Tuning Wrapper Functions
best.svm	Convenience Tuning Wrapper Functions
best.tune	Parameter Tuning of Functions Using Grid Search
bincombinations	Binary Combinations
bootstrap.lca	Bootstrap Samples of LCA Results
boxplot.bclust	Boxplot of Cluster Profiles
centers.bclust	Bagged Clustering
classAgreement	Coefficients Comparing Classification Agreement
clusters.bclust	Bagged Clustering
cmeans	Fuzzy C-Means Clustering
coef.svm	Support Vector Machines
compareMatchedClasses	Find Similar Classes in Two-way Contingency Tables
countpattern	Count Binary Patterns
cshell	Fuzzy C-Shell Clustering
d2sigmoid	The Logistic Function and Derivatives
ddiscrete	Discrete Distribution
dsigmoid	The Logistic Function and Derivatives
e1071-deprecated	Deprecated Functions in Package e1071
element	Extract Elements of an Array
extractPath	Find Shortest Paths Between All Nodes in a Directed Graph
fclustIndex	Fuzzy Cluster Indexes (Validity/Performance Measures)
gknn	Generalized k-Nearest Neighbors Classification or Regression
gknn.default	Generalized k-Nearest Neighbors Classification or Regression
gknn.formula	Generalized k-Nearest Neighbors Classification or Regression
hamming.distance	Hamming Distances of Vectors
hamming.window	Computes the Coefficients of a Hamming Window.
hanning.window	Computes the Coefficients of a Hanning Window.
hclust.bclust	Bagged Clustering
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)
lines.probplot	Probability Plot
matchClasses	Find Similar Classes in Two-way Contingency Tables
matchControls	Find Matched Control Group
moment	Statistical Moment
naiveBayes	Naive Bayes Classifier
naiveBayes.default	Naive Bayes Classifier
naiveBayes.formula	Naive Bayes Classifier
pdiscrete	Discrete Distribution
permutations	All Permutations of Integers 1:n
plot.bclust	Bagged Clustering
plot.ica	Independent Component Analysis
plot.stft	Plot Short Time Fourier Transforms
plot.svm	Plot SVM Objects
plot.tune	Plot Tuning Object
predict.gknn	Generalized k-Nearest Neighbors Classification or Regression
predict.lca	Latent Class Analysis (LCA)
predict.naiveBayes	Naive Bayes Classifier
predict.svm	Predict Method for Support Vector Machines
print.bootstrap.lca	Bootstrap Samples of LCA Results
print.fclust	Fuzzy C-Means Clustering
print.gknn	Generalized k-Nearest Neighbors Classification or Regression
print.ica	Independent Component Analysis
print.lca	Latent Class Analysis (LCA)
print.naiveBayes	Naive Bayes Classifier
print.summary.lca	Latent Class Analysis (LCA)
print.summary.svm	Support Vector Machines
print.summary.tune	Parameter Tuning of Functions Using Grid Search
print.svm	Support Vector Machines
print.tune	Parameter Tuning of Functions Using Grid Search
probplot	Probability Plot
qdiscrete	Discrete Distribution
rbridge	Simulation of Brownian Bridge
rdiscrete	Discrete Distribution
read.matrix.csr	Read/Write Sparse Data
rectangle.window	Computes the Coefficients of a Rectangle Window.
rwiener	Simulation of Wiener Process
scale_data_frame	Scaling and Centering of Data Frames
sigmoid	The Logistic Function and Derivatives
skewness	Skewness
stft	Computes the Short Time Fourier Transform of a Vector
summary.lca	Latent Class Analysis (LCA)
summary.svm	Support Vector Machines
summary.tune	Parameter Tuning of Functions Using Grid Search
svm	Support Vector Machines
svm.default	Support Vector Machines
svm.formula	Support Vector Machines
tune	Parameter Tuning of Functions Using Grid Search
tune.control	Control Parameters for the Tune Function
tune.gknn	Convenience Tuning Wrapper Functions
tune.knn	Convenience Tuning Wrapper Functions
tune.nnet	Convenience Tuning Wrapper Functions
tune.randomForest	Convenience Tuning Wrapper Functions
tune.rpart	Convenience Tuning Wrapper Functions
tune.svm	Convenience Tuning Wrapper Functions
tune.wrapper	Convenience Tuning Wrapper Functions
write.matrix.csr	Read/Write Sparse Data
write.svm	Write SVM Object to File