“…Therefore, the activity cut-off for active compounds of the test set was an IC 50 of less than 2 μM and for inactive compounds, it was more than 100 μM, respectively. Finally, a test set of 386 active compounds (Dorr et al, 1984 ; Ulmschneider et al, 2005a , b , 2006 ; Voets et al, 2005 , 2006 ; Heim et al, 2008 ; Lucas et al, 2008a , b , 2011 ; Adams et al, 2010 ; Roumen et al, 2010 ; Hille et al, 2011a , b ; Stefanachi et al, 2011 ; Zimmer et al, 2011 ; Hu et al, 2012 ; Yin et al, 2012 , 2013 ; Blass, 2013a , b ; Emmerich et al, 2013 ; Ferlin et al, 2013 ; Gobbi et al, 2013 ; Meredith et al, 2013 ; Pinto-Bazurco Mendieta et al, 2013 ) was collected for the theoretical validation of the models. This data set contained compounds with IC 50 s from 0.1 nM to 2 μM.…”