R: Point estimate of the partition using the F-measure as the...

cluster_est_Fmeasure {NPflow}

R Documentation

Point estimate of the partition using the F-measure as the cost function.

Get a point estimate of the partition using the F-measure as the cost function.

cluster_est_Fmeasure(c, logposterior)

`c`	a list of vector of length `n`. `c[[j]][i]` is the cluster allocation of observation `i=1...n` at iteration `j=1...N`.
`logposterior`	a vector of logposterior corresponding to each partition from `c` used to break ties when minimizing the cost function

a list:

c_est: a vector of length n. Point estimate of the partition
cost: a vector of length N. cost[j] is the cost 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.

Francois Caron, Boris Hejblum