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GPCsign (version 0.1.1)

Gaussian Process Classification as Described in Bachoc et al. (2020)

Description

Parameter estimation and prediction of Gaussian Process Classifier models as described in Bachoc et al. (2020) . Important functions : gpcm(), predict.gpcm(), update.gpcm().

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Version

Install

install.packages('GPCsign')

Monthly Downloads

140

Version

0.1.1

License

GPL-3

Maintainer

Morgane Menz

Last Published

February 27th, 2025

Functions in GPCsign (0.1.1)

gpcm-class

Gaussian Process Classification (GPC) models class
predict

Predict class probability at newdata for a Gaussian Process Classification (GPC) model
logLikFunc

Compute logLikelihood
update

Update of a Gaussian Process Classification (GPC) model
show

Print values of a Gaussian Process Classification (GPC) model
gpcm

Fit and/or create a Gaussian Process Classification (GPC) model