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NPflow (version 0.10.1)

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

Description

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

Usage

cluster_est_Fmeasure(c, logposterior)

Arguments

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

Value

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.

See Also

similarityMat