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In order to test how well the docking algorithm ranks active ligands we examined the ranking performance for the 16 DrugBank [54] drug-target pairs that also exist in our dataset.
To evaluate ranking performance in comparison with the control rank, discounted cumulative gain (DCG), a usual method to measure effectiveness of a web search engine algorithm, is used for evaluating performance of ranking.
Basically in the ranking performance evaluation, we keep a grand-truth ranking list which is the molecule ranking for a given target based on their known efficacy.
Thus, SVMRank optimizes the overall ranking performance (see Figure 3).
The experimental results show the listed contributions can help improve tweet ranking performance.
We conducted another experiment to explore how the existence of similar tweets affects the ranking performance.
Similar(8)
Therefore, minimizing the loss functions does not necessarily imply enhancing ranking performances.
Statistical analysis of the ranking performances and correlations of eight similarity metrics was carried out with sum of ranking differences (SRD) and analysis of variance (ANOVA).
Applicability of the ranking performances is relatively promising for jet grouting when compared with the measured shear stress-shear rate data.
This paper aims to fill this gap and rank performance of asset management automatically after conducting survey, instead of evaluating questionnaires, analyzing results and ranking performances with a tedious process.
The ranking performances of competitive methods on the 120 new associations are shown in Figure 6.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com