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     ...Dataset Profile

Dataset Used in the CSLogP  Modeling Process

General Compound Profile Information for the CS LogP Training Set


Our current dataset of LogP values contains 20032 compounds.  The data used was obtained from three principle sources(1,2,3).  Many of the compounds in the CSLogP training set had a value reported in all three sources, and these duplicate values were essentially identical (< 0.1 log unit differences).  If a pH value accompanied the reported LogP, the compound was screened to evaluate the possibility that a LogD value had actually been reported, rather than LogP.  The neural net convergence test was utilized to remove noisy data.  After screening, 16893 compounds from the original 20032 were used to construct CSLogP.


(1).  KOW, Sangster Research Laboratories, Montreal Canada.

(2).  CLoGP, Biobyte Startlist

(3).  PhysProp, Syracuse Research Corp., Syracuse, NY.

CSLogP  Compound Profile

A profile of the initial 20032 compound CSLogP dataset is given below.


CSLogP validation results on these compounds can be found at CSLogP Experimental

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