Table 7 Results of the inference phase for the dataset Duffy
From: A unified approach to inferring chemical compounds with the desired aqueous solubility
Inst. | \(n_{\text{LB}} \) | \( \underline{y^*},~\overline{y^*} \) | \(\#\)v | \(\#\)c | I-time | n | \(\eta (f({\mathbb {C}}^{\dagger }))\) |
|---|---|---|---|---|---|---|---|
\(I_{\text{a}}\) | 30 | \(-11.5, -11.45\) | 10535 | 9035 | 16.646 | 42 | \(-11.498\) |
\(I_{\text{b}}^1\) | 35 | \(-10.9, -10.85 \) | 10717 | 6647 | 12.458 | 35 | \(-10.869\) |
\(I_{\text{b}}^2\) | 45 | \(-8.4, -8.35\) | 13536 | 9767 | 65.218 | 50 | \(-8.39\) |
\(I_{\text{b}}^3\) | 45 | \(-3.95, -3.9\) | 13337 | 9773 | 31.167 | 50 | \(-3.936\) |
\(I_{\text{b}}^4\) | 45 | \(-14.45, -14.4\) | 13138 | 9778 | 91.762 | 49 | \(-14.432\) |
\(I_{\text{c}}\) | 50 | \(-10.1, -10.05\) | 6651 | 6981 | 6.328 | 50 | \(-10.054\) |
\(I_{\text{d}}\) | 40 | \(-8.05, -8\) | 5271 | 6482 | 18.634 | 44 | \(-8.018\) |