GC4 Affinity Predictions - CATS

Grand Challenge 4 - Affinity Predictions - CATS

Kendall's τ

Spearman's ρ

Receipt ID Submitter Name PI/Group Name Number of Ligands Kendall's τ Kendall's τ Error Spearman's ρ Spearman's ρ Error Method Name Software Method Type
cbfn8 Alexandre BonvinAlexandre bonvin 459 0.34 0.03 0.49 0.04 cathepsin-specific ligand-similarity based prediction chemminer, libsvm 3.21 ligand_based_scoring
tdcvf Thomas EvangelidisThomas evangelidis 459 0.54 0.03 0.72 0.03 deepscaffopt_onlyecfpl_nolossweights deepscaffopt ligand_based_scoring
bwzzh Boris TouzeauDr jung-hsin lin 459 -0.04 0.03 -0.06 0.05 boris open babel 2.4.1/chimera alpha version 1.14/pafnucy version 1.0 ligand_based_scoring
yf3ro Jonathan BohmannMedicinal and process chemistry 455 0.38 0.03 0.54 0.04 cndo-eeva-backpropagation openbabel 2.3.90 cndo program, pople and bevridge (1970) fortran code in "approximate molecular orbital theory", mcgraw-hill, new york, 1970. gnu fortran (ubuntu/linaro 4.8.2-19ubuntu1) 4.8.2 in-house pls regression code ligand_based_scoring
d7b6y Boris TouzeauDr jung-hsin lin 459 -0.04 0.03 -0.06 0.05 boris open babel 2.4.1/chimera alpha version 1.14/pafnucy version 1.0 ligand_based_scoring
tsncn Jonathan BohmannMedicinal and process chemistry 455 0.28 0.03 0.41 0.04 cndo-eeva-pls openbabel 2.3.90 cndo program, pople and bevridge (1970) fortran code in "approximate molecular orbital theory", mcgraw-hill, new york, 1970. gnu fortran (ubuntu/linaro 4.8.2-19ubuntu1) 4.8.2 in-house pls regression code ligand_based_scoring
2v4fk Thomas EvangelidisThomas evangelidis 459 0.52 0.03 0.7 0.03 deepscaffopt_onlyfcfpl_nolossweights deepscaffopt ligand_based_scoring
t7nzw    459 0.35 0.03 0.49 0.04 qsar_machine_learning python/scikit-learn/rdkit/mordred/pandas/numpy/matplotlib ligand_based_scoring
wrrvx Benjamin BrownJens meiler 459 -0.11 0.03 -0.16 0.05 bcl standard ann qsar bcl v3.5, corina v4.1.0 ligand_based_scoring
fghai Boris TouzeauDr jung-hsin lin 459 -0.04 0.03 -0.06 0.05 boris open babel 2.4.1/chimera alpha version 1.14/pafnucy version 1.0 ligand_based_scoring
be0m5 Thomas EvangelidisThomas evangelidis 459 0.52 0.03 0.7 0.03 deepscaffopt_onlyfcfpl_lossweights deepscaffopt ligand_based_scoring
iiobx Jamal ShamsaraJamal shamsara 459 0.26 0.03 0.37 0.04 random forest scikit0.20.1 ligand_based_scoring