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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')

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Version

Install

install.packages('SwarmSVM')

Monthly Downloads

55

Version

0.1

License

GPL-2

Maintainer

Tong He

Last Published

July 15th, 2015

Functions in SwarmSVM (0.1)

cluster.fun.mlpack.old

Kmeans Clustering from RcppMLPACK
predict.dcSVM

Predictions with Divide-Conquer Support Vector Machines
predict.gater

Predictions for Gater function
svmguide1

svmguide1
predict.clusterSVM

Predictions with Clustered Support Vector Machines
cluster.predict.kkmeans

Predict function for kernel kmeans
gaterSVM

Mixture SVMs with gater function
cluster.fun.kkmeans

Wrapper function for kernal kmeans
dcSVM

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

Support Vector Machines taking initial alpha values
gater

Gater function for mixture SVMs
kmeans.predict

Euclidean Distance based clustering prediction
plot.alphasvm

Plot alphasvm object
predict.gaterSVM

Prediction for Gater SVM
eucliDist

Euclidean Distance calculation
write.alphasvm

Write alphasvm object
predict.alphasvm

Prediction function for an alphasvm object
SwarmSVM

SwarmSVM: A Package for several Ensemble Support Vector Machine Models
csvmTransform

Data Transformation function for Clustered Support Vector Machine
clusterSVM

Clustered Support Vector Machine