PACBO: Clustering Online Datasets

A function for clustering online datasets. The number of cells is data-driven which need not to be chosen in advance by the user. The method is introduced and fully described in Le Li, Benjamin Guedj and Sebastien Loustau (2016), "PAC-Bayesian Online Clustering" (arXiv preprint: <https://arxiv.org/abs/1602.00522>).

Author
Le Li
Date of publication
2016-07-05 11:46:43
Maintainer
Le Li <le@iadvize.com>
License
GPL (>= 2)
Version
0.1.0
URLs

View on CRAN

Man pages

cumulative_loss
Cumulative Loss
instantaneous_loss
Instantaneous Loss
labels_function
Label Caculation Function
PACBO
PACBO
runiform_ball
Multivariate Uniform Distribution on a ball
transition_probability
State Transition Probability

Files in this package

PACBO
PACBO/inst
PACBO/inst/CITATION
PACBO/NAMESPACE
PACBO/R
PACBO/R/PACBO.R
PACBO/R/transition_prob.R
PACBO/R/prior_distribution.R
PACBO/R/loss_functions.R
PACBO/MD5
PACBO/DESCRIPTION
PACBO/man
PACBO/man/labels_function.Rd
PACBO/man/PACBO.Rd
PACBO/man/instantaneous_loss.Rd
PACBO/man/runiform_ball.Rd
PACBO/man/cumulative_loss.Rd
PACBO/man/transition_probability.Rd