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

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

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