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Using the SMO models, it was possible to correctly classify 29 out of the 34 strains (Table 2).
In addition, the use of a supervised analysis method (support vector machines) made it possible to correctly classify samples.
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For the classification based on the taxonomic Order it is possible that the inability to correctly classify the Capnodiales strains was due to the very small number of the members of the particular Order.
The model was able to correctly classify 81% of the classified wells in cross-validation tests for intermediate casing.
The development work highlighted that it becomes increasingly difficult to construct a perfect 'black box' algorithm to correctly classify all of the possible situations and unusual/exceptional events in a given dataset.
In classifying the investigation, the incident response team should confer with local staff (and with legal advisers if necessary), in order to correctly classify the investigation type, as early as possible.
Discriminant Function Analysis required 16 variables to correctly classify 92.6% of sediment sources.
In such cases, static analysis methods might fail to correctly classify a packed malware [36].
As a result the models managed to correctly classify 80% of the test set instances.
Sixty three investigations (33.9%) were classified as using a reference standard likely to correctly classify Chagas disease.
We then tested the ability of these features to correctly classify case and control subjects.
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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