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 |