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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

75

Version

0.1-6

License

GPL-2

Maintainer

Tong He

Last Published

January 31st, 2020

Functions in SwarmSVM (0.1-6)

cluster.fun.kkmeans

Wrapper function for kernal kmeans
csvmTransform

Data Transformation function for Clustered Support Vector Machine
eucliDist

Euclidean Distance calculation
gater

Gater function for mixture SVMs
cluster.fun.mlpack.old

Kmeans Clustering from RcppMLPACK
cluster.predict.kkmeans

Predict function for kernel kmeans
dcSVM

Divide-and-Conquer kernel SVM (DC-SVM)
clusterSVM

Clustered Support Vector Machine
SwarmSVM

SwarmSVM: A Package for several Ensemble Support Vector Machine Models
plot.alphasvm

Plot alphasvm object
predict.alphasvm

Prediction function for an alphasvm object
alphasvm

Support Vector Machines taking initial alpha values
write.alphasvm

Write alphasvm object
svmguide1

svmguide1
predict.clusterSVM

Predictions with Clustered Support Vector Machines
predict.dcSVM

Predictions with Divide-Conquer Support Vector Machines
predict.gater

Predictions for Gater function
predict.gaterSVM

Prediction for Gater SVM
gaterSVM

Mixture SVMs with gater function
kmeans.predict

Euclidean Distance based clustering prediction