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It can be concluded that one should be wary of applying peaking results found in the absence of feature-selection to settings in which feature-selection is employed.
Increased MINT locus methylation appears to precede MSI and may have utility in defining clinical pathology in the absence of features of malignant invasive tumors.
The feature based descriptor only codes for presence or absence of features.
This allows the models to explicitly identify trends including the absence of features within molecules.
This is meaningful for reactivity based endpoints based on the presence and absence of features.
In summary, our analyses indicate that feature selection is a better option than severely penalising out absence of features.
Here we present what happens when one judiciously combines both feature selection and penalising out absence of features.
Specifically, conventionality was determined based on the presence or absence of features that are unusual but not incorrect (Table 1).
Gartner analyst Brian Prentice recently argued that simplicity is misunderstood and needs to be defined by the relevance and usefulness of features rather than the absence of features.
With the new results, researchers can compare the presence or absence of features preserved in fossils with the decay patterns in the present-day specimens.
These findings reveal that CSEs can be observed in the absence of feature integration and contingency learning confounds, but impose important new constraints on certain cognitive control accounts of this phenomenon.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com