SemiSupervised (version 1.0)

Safe Semi-Supervised Learning Tools

Description

Implements several safe graph-based semi-supervised learning algorithms. The first algorithm is the Semi-Supervised Semi-Parametric Model (S4PM) and the fast Anchor Graph version of this approach. For additional technical details, refer to Culp and Ryan (2013) , Ryan and Culp (2015) and the package vignette. The underlying fitting routines are executed in C++. All tuning parameter estimation is optimized using K-fold Cross-Validation.

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Install

install.packages('SemiSupervised')

Monthly Downloads

11

Version

1.0

License

GPL-2

Maintainer

Last Published

May 11th, 2018

Functions in SemiSupervised (1.0)