tauInitial {ppsbm}R Documentation

List of initial values for \tau

Description

Same function whatever directed or undirected case

Usage

tauInitial(data, n, Q, d_part, n_perturb, perc_perturb, n_random, directed)

Arguments

data

Data : only needs the N_{ijk} field of data

n

Total number of nodes

Q

Total number of groups

d_part

Maximal level for finest partitions of time interval [0,T], used for kmeans initializations.

  • Algorithm takes partition up to depth 2^d with d=1,...,d_{part}

  • Explore partitions [0,T], [0,T/2], [T/2,T], ... [0,T/2^d], ...[(2^d-1)T/2^d,T]

  • Total number of partitions npart= 2^{(d_part +1)} - 1

n_perturb

Number of different perturbations on k-means result

perc_perturb

Percentage of labels that are to be perturbed (= randomly switched)

n_random

Number of completely random initial points. If not zero there will be n_random taus uniformly sampled in the initialization.

directed

Boolean for directed (TRUE) or undirected (FALSE) case

Details

The (maximal) total number of initializations is d_{part}*(1+n_{perturb}) + n_{random}

Value

List of matrixes of initial values for \tau


[Package ppsbm version 1.0.0 Index]