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SwarmSVM

The repository is an R package about ensemble learning algorithms based on SVM for my Google Summer of Code 2015 project.

It is under development.

Installation

devtools::install_github('hetong007/SwarmSVM')

Now it is on CRAN, you can also install it by

install.packages('SwarmSVM')

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Version

Install

install.packages('SwarmSVM')

Monthly Downloads

141

Version

0.1-7

License

GPL-2

Maintainer

Tong He

Last Published

December 15th, 2022

Functions in SwarmSVM (0.1-7)

alphasvm

Support Vector Machines taking initial alpha values
write.alphasvm

Write alphasvm object
eucliDist

Euclidean Distance calculation
svmguide1

svmguide1
gater

Gater function for mixture SVMs
gaterSVM

Mixture SVMs with gater function
kmeans.predict

Euclidean Distance based clustering prediction
predict.gater

Predictions for Gater function
predict.gaterSVM

Prediction for Gater SVM
predict.dcSVM

Predictions with Divide-Conquer Support Vector Machines
predict.clusterSVM

Predictions with Clustered Support Vector Machines
predict.alphasvm

Prediction function for an alphasvm object
plot.alphasvm

Plot alphasvm object
dcSVM

Divide-and-Conquer kernel SVM (DC-SVM)
cluster.fun.kkmeans

Wrapper function for kernal kmeans
csvmTransform

Data Transformation function for Clustered Support Vector Machine
cluster.predict.kkmeans

Predict function for kernel kmeans
clusterSVM

Clustered Support Vector Machine
cluster.fun.mlpack.old

Kmeans Clustering from RcppMLPACK
SwarmSVM

SwarmSVM: A Package for several Ensemble Support Vector Machine Models