The cross validation of the ATC testset with several 2D fingerprints shows that MDL and ECFP4 fingerprints have at least a 10 per cent better prediction rate than MyChem's concatenated FP24 fingerprints.

This graph illustrates the predictive performance of the used data set compared to the validation set. Both sets show a good predictive performance.