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Descriptor definition is about the population of descriptor registry.
QsarDB data format clearly distinguishes between descriptor definition and descriptor calculation.
Clear descriptor definition is the cornerstone for the successful use and understanding of models.
As the subjects participating in this test were not extensively trained nor provided with attribute references or standards, it is possible that confusion over descriptor definition prevented them from selecting certain terms.
2. Descriptor: definition of the code according to the hierarchy (D4.1- Day care; non acute; non-work structured, high intensity).
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The question is whether the descriptor registry should be populated with 43 or 274 Descriptor definitions.
QsarDB employs special syntax for the indexing of array elements in Descriptor BODO cargos and goes for an extended set of 274 Descriptor definitions.
To the best of our knowledge it is the first initiative which encompasses completely reproducible definition of QSAR datasets, including descriptor definitions and implementations.
The models were derived with the same descriptors and definition of cytotoxicity as the models built when constructing the prediction networks.
The main basis that we divide these molecular descriptors into 20 logical blocks is as follows: (a) the elaboration of molecular descriptors from Handbook of Molecular Descriptors [1]; (b) the definition of molecular descriptors from the source code of each toolkit; (c) the definition from the API documentation of each toolkit.
The descriptor facilitates the definition of a classification threshold for automatic query-by-example event identification.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com