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Clean structure is a procedure where the original molecule file is converted to SMILES format and back, which results into complete loss of all information in a molecule except atom connectivity. This is useful to remove any 3D or atom coordinate calculation information, which in a number of cases has been show to cause model overfitting.

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For a more detailed description of Chemaxon Standardizer preprocessing options, please refer to the official Chemaxon documentation.