gibbs: Markov chain Monte Carlo methods. This method is an inner...

In jirotubuyaki/CRPClustering: Bayesian Nonparametric Chinese Restaurant Process Clustering with Entropy

Markov chain Monte Carlo methods. This method is an inner method.

Description

Inner method call from crp_train method.

Usage

gibbs(data_length, dim, data_raw,data_raw_result, alpha, burn_in, iteration)

Arguments

data_length	:data size.
dim	:data dimention.
data_raw	:scaled data.
data_raw_result	:raw data.
alpha	: a numeric of a CRP concentrate rate.
burn_in	: an iteration integer of burn in.
iteration	: an iteration integer.

Value

result : an list has three elements. The "clusters" is cluster number and joined data number and cluster's mean and variance matrix. The "max" is the cluster number for data i join in. The "z" is the iteration history for an each data i join in clusters.

jirotubuyaki/CRPClustering documentation built on July 5, 2022, 11:33 p.m.