NPflow (version 0.9.0)

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