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. 2014 Jul 18;9(7):e102803. doi: 10.1371/journal.pone.0102803

Table 2. Prediction accuracy of different scoring methods on synthetic datasets.

BDe AIC BIC fNML
D1 0.945 0.964 0.909 1.000
D2 0.982 1.000 0.927 0.964
D3 0.982 1.000 0.945 1.000
D4 0.964 0.982 0.982 1.000
D5 0.945 1.000 0.891 1.000
D6 0.945 0.982 0.982 0.964
D7 0.982 0.982 0.927 0.982
D8 1.000 0.982 0.964 0.982
D9 0.982 0.982 0.927 0.982
D10 0.891 0.945 0.945 0.964
Avg 0.962 0.982 0.940 0.984
SD 0.031 0.017 0.030 0.016

BDe: Bayesian Dirichlet Equivalent; AIC: Akaike Information Criterion; BIC: Bayesian Information Criterion; fNML: factorized Normalized Maximum Likelihood.