Toots, K. M.; Sild, S.; Leis, J.; Acree, W. E.; Maran, U. A multicomponent QSPR approach to describe and predict gas-ionic liquid distribution of organic solutes using machine learning. J. Mol. Liq. 2025, 436, 128184.
Compound
| ID: | N6301 | |
|---|---|---|
| Name: | octanal, 1-hexyl-3-methylimidazolium tris(pentafluoroethyl)trifluorophosphate | |
| Description: | octanal [HMIm]+[FAP]- | |
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C10H19N2.C8H16O.C6F18P/c1-3-4-5-6-7-12-9-8-11(2)10-12;1-2-3-4-5-6-7-8-9;7-1(8,9)4(16,17)25(22,23,24,5(18,19)2(10,11)12)6(20,21)3(13,14)15/h8-10H,3-7H2,1-2H3;8H,2-7H2,1H3;/q+1;;-1 |
Properties
logK: Gas-ionic liquid partition coefficient
| Value | Source or prediction |
|---|---|
| 4.61859693402344 |
experimental value |
| 4.475989513805752 |
MLR: Multiple Linear Regression QSAR model for the gas-ionic liquid partition coefficient of organic solutes (MLR holdout predictions) |
| 4.463955026749308 |
RF: Random Forest Regression QSAR model for gas-ionic liquid partition coefficient of organic solutes (RF holdout predictions) |