initialisation_params_bayesian {mimiSBM} | R Documentation |
Initialization of mimiSBM parameters
Description
Initialization of mimiSBM parameters
Usage
initialisation_params_bayesian(
A,
K,
Q,
beta_0 = rep(1/2, K),
theta_0 = rep(1/2, Q),
eta_0 = array(rep(1/2, K * K * Q), c(K, K, Q)),
xi_0 = array(rep(1/2, K * K * Q), c(K, K, Q)),
type_init = "SBM",
nbCores = 2
)
Arguments
A |
an array of dim=c(N,N,V) |
K |
Number of clusters |
Q |
Number of components |
beta_0 |
hyperparameters for beta |
theta_0 |
hyperparameters for theta |
eta_0 |
hyperparameters for eta |
xi_0 |
hyperparameters for xi |
type_init |
select the type of initialization type_init=c("SBM","Kmeans","random") |
nbCores |
the number of cores used to parallelize the calculations of the various SBMs |
Value
a list params
updated
[Package mimiSBM version 0.0.1.3 Index]