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However, the scoring functions that are used with docking are typically not successful at correctly ranking ligands according to binding affinity or even distinguishing correct poses of a given ligand from incorrect ones.
Some researchers argue that docking can usually generate good poses of a ligand in an active site, however scoring functions are generally not successful at correctly ranking either ligands or poses [5].
Our algorithm matched these objects correctly, ranking a correct match at the top.
AUC corresponds to the probability of correctly ranking pairs of patients, one abnormal, one normal, implicitly suggesting 50%% prevalence.
Thus, the Area Under this Curve (AUC) describes the probability of correctly ranking any infected/non-infected pair of individuals using the derived probability function.
Compared to the well established random walk approach, it showed better performance in correctly ranking cancer genes and worked robustly with respect to noise within source data.
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The prediction accuracy of any ranking method is the fraction of correctly ranked trials this can be determined, since we have the ground truth out of the grand total of 1000 trials.
The number of perfect rankings (i.e. all seven pictures within a set correctly ranked) was also investigated for each age group (Table 2).
The lacunarity index also correctly ranked sites, but showed little separation amongst sites with reduced potential to retain resources.
Ranking SVM [25] formalizes the learning to rank as a problem of classifying instance pairs into two categories (correctly ranked and incorrectly ranked).
Performance metrics that do not consider the impact of GHG mitigation options on energy benefit may not correctly rank GHG mitigation options.
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