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Table 1 A comparison of modified drug-likeness optimization results by the MolFinder, ReLeaSE and MolDQN methods

From: MolFinder: an evolutionary algorithm for the global optimization of molecular properties and the extensive exploration of chemical space using SMILES

 

ZINC

MolFinder

MolFinder-local

ReLeaSE

MolDQN

Mean

0.7086

0.9237

0.9240

0.8473

0.8677

Std.

0.1248

0.0020

0.0027

0.0380

0.0240

Min.

0.3263

0.9209

0.9199

0.7570

0.8281

Max.

0.9224

0.9316

0.9326

0.9317

0.9235