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We additionally identified the home and topology biases in the DUD-E dataset which generated the artificially increased enrichment overall performance of digital testing. The home bias in DUD-E ended up being reduced by implementing the greater amount of stringent ligand home matching guidelines, although the topology prejudice however exists because of the usage of molecular fingerprint similarity as a decoy choice criterion. Therefore, we think that sufficiently large and imp