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In addition to classification tasks, MIF-based descriptors can be used to derive structure-based pharmacophores that highlight the different selectivity profiles of the binding pockets.
It is found that the stability of feature selection is a potential alternative criterion for model selection in addition to classification accuracy, especially for those studies whose objective is to find a model with good interpretation rather than excellent predictive power.
In addition to classification performance, the final gene set has been evaluated from a biological view.
In addition to classification by frequency, adverse reactions can also be classified by severity.
The new data analysis method also identifies intermediate signals in addition to classification of signals as positive and negative.
In addition to classification, some of the models can be applied to regression and feature (biomarker) identification.
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In addition to classifications of scale, a number of characterizations of areas were also investigated.
Now, we obtain a stability region for the additional DMU within which, in addition to efficiency classification, the efficiency score of a specific inefficient DMU is preserved.
In addition to linear classification, SVMs can also efficiently perform non-linear classifications using a so-called kernel trick, which implicitly maps the inputs into a higher dimensional feature space.
If a supplier chooses to do so, it is required to provide the classification of the ingredients according to the old Dangerous Substances Directive in addition to the classification according to the new CLP Regulation.
In addition to serological classification of HBV isolates into nine subtypes on the basis of HBsAg determinants [ 18], a genetic classification based on the comparison of complete genomes has defined 8 genotypes of HBV (A to H).
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