Misc Functions of the Department of Statistics (e1071), TU Wien


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Documentation for package `e1071' version 1.5-2

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allShortestPaths Find Shortest Paths Between All Nodes in a Directed Graph
bclust Bagged Clustering
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 fuctions 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
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
element Extract Elements of an Array
extractPath Find Shortest Paths Between All Nodes in a Directed Graph
fclustIndex Fuzzy Cluster Indexes (Validity/Performance Measures)
Glass Glass Identification Database
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
HouseVotes84 United States Congressional Voting Records 1984
ica Independent Component Analysis
impute Replace Missing Values
interpolate Interpolate Values of Array
knn.wrapper Convenience tuning wrapper functions
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
Ozone Los Angeles ozone pollution data, 1976
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.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.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 fuctions using grid search
print.svm Support Vector Machines
print.tune Parameter tuning of fuctions using grid search
qdiscrete Discrete Distribution
rbridge Simulation of Brownian Bridge
rdiscrete Discrete Distribution
read.matrix.csr read/write sparse data
read.octave Read Octave Data File
rectangle.window Computes the Coefficients of a Rectangle Window.
rpart.wrapper Convenience tuning wrapper functions
rwiener Simulation of Wiener Process
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 fuctions using grid search
svm Support Vector Machines
tune Parameter tuning of fuctions using grid search
tune.control control parameters for the tune function
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