Table 9 Results of the inference phase for the dataset Phys
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 | \(-7.8, -7.75\) | 10880 | 9749 | 376.331 | 45 | \(-7.755\) |
\(I_{\text{b}}^1\) | 35 | 0.15, 0.2 | 14467 | 7855 | 214.926 | 35 | 0.191 |
\(I_{\text{b}}^2\) | 45 | 0.52, 0.57 | 18326 | 10970 | 1165.992 | 50 | 0.562 |
\(I_{\text{b}}^3\) | 45 | \(-3.6, -3.55 \) | 18166 | 10971 | 322.07 | 50 | \(-3.57\) |
\(I_{\text{b}}^4\) | 45 | 0.01, 0.06 | 18000 | 10968 | 276.396 | 45 | 0.029 |
\(I_{\text{c}}\) | 50 | \(-5.47, -5.42\) | 6987 | 7680 | 10.644 | 50 | \(-5.436\) |
\(I_{\text{d}}\) | 40 | \(-2.25, -2.2\) | 5610 | 7185 | 68.318 | 41 | \(-2.235\) |