Comparative assessment of scoring functions on an updated benchmark: 2. Evaluation methods and general results

Y Li, L Han, Z Liu, R Wang - Journal of chemical information and …, 2014 - ACS Publications
Our comparative assessment of scoring functions (CASF) benchmark is created to provide
an objective evaluation of current scoring functions. The key idea of CASF is to compare the …

Comparative assessment of scoring functions on an updated benchmark: 1. Compilation of the test set

Y Li, Z Liu, J Li, L Han, J Liu, Z Zhao… - Journal of chemical …, 2014 - ACS Publications
Scoring functions are often applied in combination with molecular docking methods to
predict ligand binding poses and ligand binding affinities or to identify active compounds …

Comparative assessment of scoring functions: the CASF-2016 update

M Su, Q Yang, Y Du, G Feng, Z Liu, Y Li… - Journal of chemical …, 2018 - ACS Publications
In structure-based drug design, scoring functions are often employed to evaluate protein–
ligand interactions. A variety of scoring functions have been developed so far, and thus …

Forging the basis for developing protein–ligand interaction scoring functions

Z Liu, M Su, L Han, J Liu, Q Yang, Y Li… - Accounts of chemical …, 2017 - ACS Publications
Conspectus In structure-based drug design, scoring functions are widely used for fast
evaluation of protein–ligand interactions. They are often applied in combination with …

Comparative assessment of scoring functions on a diverse test set

T Cheng, X Li, Y Li, Z Liu, R Wang - Journal of chemical …, 2009 - ACS Publications
Scoring functions are widely applied to the evaluation of protein− ligand binding in structure-
based drug design. We have conducted a comparative assessment of 16 popular scoring …

An extensive test of 14 scoring functions using the PDBbind refined set of 800 protein− ligand complexes

R Wang, Y Lu, X Fang, S Wang - Journal of chemical information …, 2004 - ACS Publications
Fourteen popular scoring functions, ie, X-Score, DrugScore, five scoring functions in the
Sybyl software (D-Score, PMF-Score, G-Score, ChemScore, and F-Score), four scoring …

Comprehensive evaluation of ten docking programs on a diverse set of protein–ligand complexes: the prediction accuracy of sampling power and scoring power

Z Wang, H Sun, X Yao, D Li, L Xu, Y Li… - Physical Chemistry …, 2016 - pubs.rsc.org
As one of the most popular computational approaches in modern structure-based drug
design, molecular docking can be used not only to identify the correct conformation of a …

SFCscoreRF: A Random Forest-Based Scoring Function for Improved Affinity Prediction of Protein–Ligand Complexes

D Zilian, CA Sotriffer - Journal of chemical information and …, 2013 - ACS Publications
A major shortcoming of empirical scoring functions for protein–ligand complexes is the low
degree of correlation between predicted and experimental binding affinities, as frequently …

Assessing protein–ligand interaction scoring functions with the CASF-2013 benchmark

Y Li, M Su, Z Liu, J Li, J Liu, L Han, R Wang - Nature protocols, 2018 - nature.com
Scoring functions are a group of computational methods widely applied in structure-based
drug design for fast evaluation of protein–ligand interactions. To date, a whole spectrum of …

Improving scoring‐docking‐screening powers of protein–ligand scoring functions using random forest

C Wang, Y Zhang - Journal of computational chemistry, 2017 - Wiley Online Library
The development of new protein–ligand scoring functions using machine learning
algorithms, such as random forest, has been of significant interest. By efficiently utilizing …