Multivariate analysis was performed by Waikato Environment for Knowledge Analysis (WEKA) version 3.4.5 (Witten et al., 2011) using a multiple linear regression (MLR) algorithm. Selected descriptor values and pIC50 values were assigned as independent variables (X) and dependent variables (Y), respectively. The MLR model was constructed according to Equation 2: