Table 7 The top five important factors selected by BART for the maximum stacking fault energy (SFE) with the initial set of sample size N ∈ {2, 5, 10, 15, 20}.
From: Bayesian optimization with adaptive surrogate models for automated experimental design
Setting | Top 1 | Top 2 | Top 3 | Top 4 | Top 5 |
|---|---|---|---|---|---|
N = 2 | Specific.Heat_Avg | Pauling.EN_Var | Mn | Ni | C_11_Avg |
N = 5 | Mn | Pauling.EN_Var | C._Avg | C_11_Avg | Specific.Heat_Avg |
N = 10 | Specific.Heat_Avg | Pauling.EN_Var | Mn | Ni | Co |
N = 15 | Mn | Specific.Heat_Avg | Co | Pauling.EN_Var | SGTE.LSE_Avg |
N = 20 | Mn | Specific.Heat_Avg | Pauling.EN_Var | Ni | SGTE.LSE_Avg |
