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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

Version

0.1-5

License

GPL-2

Maintainer

Tong He

Last Published

January 25th, 2019

Functions in SwarmSVM (0.1-5)

cluster.fun.kkmeans

Wrapper function for kernal kmeans

predict.dcSVM

Predictions with Divide-Conquer Support Vector Machines

predict.clusterSVM

Predictions with Clustered Support Vector Machines

cluster.predict.kkmeans

Predict function for kernel kmeans

alphasvm

Support Vector Machines taking initial alpha values

clusterSVM

Clustered Support Vector Machine

predict.gater

Predictions for Gater function

predict.gaterSVM

Prediction for Gater SVM

gaterSVM

Mixture SVMs with gater function

gater

Gater function for mixture SVMs

eucliDist

Euclidean Distance calculation

kmeans.predict

Euclidean Distance based clustering prediction

csvmTransform

Data Transformation function for Clustered Support Vector Machine

dcSVM

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

plot.alphasvm

Plot alphasvm object

predict.alphasvm

Prediction function for an alphasvm object

cluster.fun.mlpack.old

Kmeans Clustering from RcppMLPACK

SwarmSVM

SwarmSVM: A Package for several Ensemble Support Vector Machine Models

write.alphasvm

Write alphasvm object

svmguide1