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The DART software is able to perform a ranking analysis by means of several total-ranking methods and a partial ranking method that leads to a chart known as "Hasse diagram".
Developed by Jean-Pierre Brans (1982), PROMETHEE is a family of outranking methods, which was first introduced in the form of a partial ranking tool (PROMETHEE I) and extended by Brans and Vincke (1985) to a full ranking technique (PROMETHEE II), which is used by this research paper.
Intuitively, the basic idea is to translate the imbalanced classification problem into a partial ranking problem.
In RankCost, the traditional imbalanced classification problem is reformulated into a partial ranking problem.
To address the imbalanced classification problem without using any priori knowledge, we design a novel method that reformulates the imbalanced classification problem as a partial ranking problem.
Instead of focusing on improving the class-prediction accuracy, RankCost is to maximize the difference between the minority class and the majority class by using a scoring function, which translates the imbalanced classification problem into a partial ranking problem.
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In contrast, a partial rank(({{varvec{W}}}_{{G}})) denotes that the resultant force cannot be produced in one or more directions, so the mechanism configuration should be eliminated.
To quantify the sensitivity of the outcome variables to each parameter, we calculated a partial rank correlation coefficient between each parameter value and each outcome variable (40- 47).
Also, a high G+C% is indicative of a higher neutral substitution rate, due to a higher rate of mutation at methylated cytosines in CpG sites and some other factors [ 15, 16] We performed a partial rank correlation [ 17] between upstream alignment score and GO term label, controlling for G+C%, to eliminate the effect of G+C% in the correlation test.
Following an objective approach through the use of a partial order ranking method, this study aimed to assess several non-provisioning ES supplied by alley cropping system (ACS) in comparison with conventional agriculture (CA).
The partial ranking based on the positive and negative flow scores is given by the formula (7.1).
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Justyna Jupowicz-Kozak
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