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The slope is an important factor for the classification of groundwater potential zones.
Another confounding factor for the classification task is that pharmaceuticals not only show a toxic effect on gene regulation but might also influence gene expression according to their pharmacologic action.
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Together, these improvements increase significantly the efficiency and accuracy for subtomogram alignments, which is a key factor for the systematic classification of macromolecular complexes in cryo-electron tomograms of whole cells.
Our methods increase significantly the efficiency and accuracy for subtomogram alignments, which is a key factor for the systematic classification of macromolecular complexes in cryo-electron tomograms of whole cells.
Both corepressor proteins were found in the predicted repressive candidates and were the decisive factors for the corresponding classification.
None of these studies included the underlying risk factors for the new classification of IE. We found Staphylococcus aureus to be the most frequent causative pathogen, except for non-IVDU community-acquired IE, where viridans Streptococci remain the predominant pathogen.
For the patient group, two factors were essential for the classification with Eigenvalues larger than unity.
As expected, LEF1, a member of the T-cell factor/lymphoid enhancer-binding factor family (TCF/LEF1), was relevant for the classification algorithm and, remarkably, other factors related directly or indirectly to the inflammatory response and amyloidogenic processes also appeared to be relevant for the classification.
Towards handling larger HTS assays and exploiting the set of common active interactions as a factor for improving classification performance, we explore formulating the problem as a multi-label classification (MLC) instead of the conventional binary classification setup.
Whereas these descriptions can be sufficient for recommending algorithms, they do not explain the geometrical characteristics of the class distributions, i.e., the manner in which classes are separated or interleaved, a critical factor for determining classification accuracy.
Common functions used to describe dichotomous covariate effects are shown below: Polychotomous covariates such as race (which have no inherent ordering) can be evaluated using a different factor for each classification against a reference value or may be grouped into two categories depending on results of visual examination of the covariates.
Write better and faster with AI suggestions while staying true to your unique style.
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