Benchmark Inference Methods

Outputs benchmark results of different inference methods

Usage

benchmarkMultipleNets(
  N_var,
  N_Obs,
  N_nets,
  N_rep,
  N_samples = 100,
  samplingMethods = c("GS", "SGS", "LBP"),
  DAGmethod = "er",
  N_neighbours = 2,
  nodeDim = 2
)

Arguments

N_var

number of variables

N_Obs

number of observations

N_nets

number of Bayes nets

N_rep

number of repetitions

N_samples

number of samples

samplingMethods

benchmarked sampling methods

DAGmethod

DAG method

N_neighbours

number of neighbours

nodeDim

category size

Value

benchmark results