| cluster_est_pear {NPflow} | R Documentation |
Gets a point estimate of the partition using posterior expected adjusted Rand index (PEAR)
cluster_est_pear(c)
c |
a list of vector of length |
a list:
c_est: a vector of length n. Point estimate of the partition
pear: a vector of length N. pear[j] is the
posterior expected adjusted Rand index associated to partition c[[j]]
similarity: matrix of size n x n. Similarity matrix
(see similarityMat)
opt_ind: the index of the optimal partition
among the MCMC iterations.
Chariff Alkhassim
A. Fritsch, K. Ickstadt. Improved Criteria for Clustering Based on the Posterior Similarity Matrix, in Bayesian Analysis, Vol.4 : p.367-392 (2009)