Before revision:  Our representations and models outperform conventional options in achieving relative error in IC50 within 5-fold for test cases and 10-fold for protein classes not included for training.
After revision:  Our representations and models outperform conventional options in achieving relative error in IC_{50 within 5-fold for test cases and 10-fold for protein classes not included for training.