Fig. 5From: Prediction of organic compound aqueous solubility using machine learning: a comparison study of descriptor-based and fingerprints-based modelsTop ten physiochemical descriptors with high MLR coefficient obtained from the MLR model trained on chemical descriptors. nF number of F atoms, nCl number of Cl atoms, nBr number of Br atoms, nO number of O atoms, nN number of N atoms, ATSC1se centered Moreau-Broto autocorrelation of lag 1 weighted by sanderson EN, NsCH3 number of sCH3, NssCH2 number of ssCH2, NssssC number of ssssC, NsssCH number of sssCH [37]Back to article page