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:	N160
	Name:	heptane, 1-ethyl-3-methylimidazolium nitrate
	Description:	heptane [MEIm]+[NO3]-
	Labels:
	CAS:
	InChi Code:	InChI=1S/C7H16.C6H11N2.NO3/c1-3-5-7-6-4-2;1-3-8-5-4-7(2)6-8;2-1(3)4/h3-7H2,1-2H3;4-6H,3H2,1-2H3;/q;+1;-1

Properties

logK: Gas-ionic liquid partition coefficient

Value	Source or prediction
0.718	experimental value
1.281366494605134	MLR: Multiple Linear Regression QSAR model for the gas-ionic liquid partition coefficient of organic solutes (MLR training predictions)
0.8875200000000015	RF: Random Forest Regression QSAR model for gas-ionic liquid partition coefficient of organic solutes (RF training predictions)