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FGSG (version 1.0.2)

Feature Grouping and Selection Over an Undirected Graph

Description

Implement algorithms for feature grouping and selection over an undirected graph, solves problems like graph fused lasso, graph OSCAR and so on.

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Version

Install

install.packages('FGSG')

Monthly Downloads

36

Version

1.0.2

License

GPL-2

Maintainer

Yiwen Sun

Last Published

February 25th, 2015

Functions in FGSG (1.0.2)

goscar

Graph OSCAR (FGSG)
FGSG-package

Feature grouping and selection over an undirected graph
ncFGS

Non Convex Feature Grouping and Selection (FGSG)
ncTLF

Non Convex Truncated L1 and Fused Feature Grouping and Selection (FGSG)
ncTL

Non Convex Truncated L1 Feature Grouping and Selection (FGSG)
ncTF

Non Convex Truncated Fused Feature Grouping and Selection (FGSG)
gflasso

Graph Fused Lasso (FGSG)
ncTFGS

Non Convex Truncated Feature Grouping and Selection (FGSG)