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. 2019 Sep 15;20(18):4574. doi: 10.3390/ijms20184574
ML Machine Learning
RF Random Forest
MD Molecular Dynamics
SF Scoring Function
FBDD Fragment-Based Drug Design
VS Virtual Screening
MW Molecular Weight
SAR Structure-Activity Relationship
QSAR Quantitative Structure-Activity Relationship
EF Enrichment Factor
ROC Receiver Operating Characteristic
PDB Protein Data Bank
RMSD Root-Mean-Square Deviation
MUV Maximum Unbiased Validation
DUD Directory of Useful Decoys
GPCR G-Protein-Coupled Receptor
LADS Latent Actives in the Decoy Set
BEDROC Boltzmann-Enhanced Discrimination of Receiver Operating Characteristic
AUC Area Under the Curve
RIE Robust Initial Enhancement
DUD-E Directory of Useful Decoys, Enhanced
DEKOIS Demanding Evaluation Kits for Objective in Silico Screening
HTX High Throughput X-ray Crystallography
RO3 Rule of Three
DSF Differential Scanning Fluorimetry
Rp Pearson correlation coefficient
Rs Spearman rank-correlation
BFGS Broyden–Fletcher–Goldfarb–Shanno