These methods, however, are restricted to binary classification problems only.
The discussion is restricted to binary mixtures, however, the formulation can in principle be applied also to multicomponent mixtures.
Similarly, when collective decisions are restricted to binary choices alone, which amounts to dropping the range constraint, majority voting satisfies the rest of the conditions.
The analysis is restricted to binary interactions in order to make consistent Y2H-based interactions and the remaining maps.
The current analysis was restricted to binary covariates.
However, the method is restricted to binary trees, unlike our method, which also applies to multifurcating trees.
This analysis used CART trees, which are restricted to binary splits at each splitpoint and uses the Gini index as an impurity measure.
The "root mean squared deviation", or RMSD, method is restricted to binary trees [ 18], see Additional File 4 for full set of results.
To facilitate analysis, the main outcomes were restricted to binary events (e.g. presence and absence of symptoms), and the categorisation of their severity was only focussed on data collected from boxes C, H and I of the questionnaire.
In view of the complexity of the crocin bleaching assay, in which antioxidants compete dynamically with the crocin to react with the radical species generated in situ, the mixed-solute in this assay was restricted to binary mixtures.
