Successive simplification of the 19-descriptors neural network model by elimination of the highest correlated descriptors.

The first column contains the number of descriptors in the current model. Columns two and three list the two descriptors with the highest pairwise correlation coefficient, which is reported in the fourth column. The correlations with the experimental IC50 values are reported next. The last column reports the descriptor which is deleted.