| Configuration: AK-score-ensemble | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.812 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAK-score-ensemble: Protein–ligand binding affinity scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2, AK-score-ensemble / learning rate 0.0007 row, Scoring Pearson (R) column |
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| Configuration: AK-score-single | Task: Protein–ligand binding affinity scoring Dataset: CASF-2016 | 0.759 Pearson R unitless · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAK-score-single: Protein–ligand binding affinity scoring CASF-2016 scoring-power evaluation. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2, AK-score-single / learning rate 0.0007 row, Scoring Pearson (R) column |
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| Configuration: AK-score-single · 0.0005 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.755 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAK-score-single · 0.0005: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 8 AK-score-single, column 3: CASF-2016 scoring Pearson R |
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| Configuration: AK-score-single · 0.0001 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.719 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAK-score-single · 0.0001: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 7 AK-score-single, column 3: CASF-2016 scoring Pearson R |
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| Configuration: AK-score-single · 0.0010 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.76 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAK-score-single · 0.0010: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 10 AK-score-single, column 3: CASF-2016 scoring Pearson R |
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| Configuration: AK-score-single · 0.0007 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.759 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAK-score-single · 0.0007: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 9 AK-score-single, column 3: CASF-2016 scoring Pearson R |
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| Configuration: K DEEP · 0.0005 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.709 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceK DEEP · 0.0005: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 4 K DEEP, column 3: CASF-2016 scoring Pearson R |
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| Configuration: K DEEP · 0.0010 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.715 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceK DEEP · 0.0010: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 6 K DEEP, column 3: CASF-2016 scoring Pearson R |
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| Configuration: K DEEP · 0.0001 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.738 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceK DEEP · 0.0001: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 3 K DEEP, column 3: CASF-2016 scoring Pearson R |
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| Configuration: K DEEP · 0.0006 | Protocol: CASF-2016 scoring (Protein–ligand binding affinity scoring) Dataset: CASF-2016 | 0.701 Pearson R unitless · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceK DEEP · 0.0006: CASF-2016 scoring Training uses 3,772 PDBbind-2016 refined-set complexes after removal of the 285-complex core test set. CASF separates scoring, ranking and docking power. Aggregation: Not reported AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2 (ijms-21-08424-t002), row 5 K DEEP, column 3: CASF-2016 scoring Pearson R |
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