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The visualization only requires a machine learning algorithm to assign weights to molecular fingerprinting features.
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The data were captured on a Zeiss LSM 510 and the spectral fingerprinting feature was used to remove intestinal autofluorescence.
"Fingerprint spoof prevention would better be based on intrinsic errors in the spoof-creation process or on fingerprint features not present in latent prints (and become much harder to steal).
Figure 1 The number of non-redundant fingerprint features as a function of ECFP fingerprint order.
The fingerprint features are very difficult to extract from the elderly, laborer, and handicapped users.
Recent advances in technology make each day easier the acquisition of fingerprints features.
The mapping from sets of atoms or bonds to fingerprint features needs not to be injective.
For our study, we combined fingerprint features generated by OpenBabel [72] and RDKit [73], including PubChem fingerprints [74].
Finally, the CoFFer web service provides information about the occurrence of the employed fingerprint features in the training dataset (E).
Subsequently, the sum of squares of the frequency of fingerprint features was calculated over the n elements for each dataset.
Based on the weights of the fingerprint features, a score is assigned to each bond of a compound.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com