Chemical structures of the tested compounds (1-11) along with their experimental IC50 values were used to construct the QSAR model. The IC50 values were converted to pIC50 values by taking the negative logarithm to base 10 (-log IC50) to obtain a normal distribution of data points. Experimentally inactive compounds were excluded from the data set.