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To compare with some well-known recommendation methods, we evaluate CTLSVD on two real datasets, MovieLens and EachMovie.
As described in the materials and methods, we evaluate Maxent projections for the current time period using two widely-used statistics calculated from a set of evaluation specimens independent from the specimens used to train the models [28], [55], [56].
In order to compare these 20 methods, we evaluate their performance of identifying known methylated and un-methylated housekeeping genes based on two statistics.
In order to examine the effect of the threshold ρ for the phenotype correlation graph on the performance of our methods, we evaluate the GFlasso methods with ρ at 0.1, 0.3, 0.5 and 0.7, and show the ROC curves in Figure 5.
Finally, using molecular evolutionary analyses and direct experimental methods, we evaluate the hypothesis of Albert et al., 2010 [ 6], which postulates that Reactive Oxygen Species (ROS) derived from specialized action of cytochrome c oxidase account for increased substitution rates and genome-size dynamism following DNA repair.
The inference methods we evaluate here aim to recreate the topology of a genetic regulatory network that is, a network of gene-to-gene physical regulatory interactions, some of which, however, might be hidden by shortcuts [ 8] based on expression data only.
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Patients and methods We evaluated retrospectively our monocenter experience between September 2012 and September 2015.
Materials and methods We evaluated 18 patients, previously treated with verapamil and note responding to transitional steroids.
Methods: We evaluated all adult patients in South Australia between 2004 and 2011 who survived hospitalisation requiring admission to a Public Hospital ICU.
Methods: We evaluated the novel Spritztube and compared it to the Fastrach using a manikin-based study.
DASPfind outperformed the other methods we evaluated with respect to retrieving known interaction as the 'top 1' DTI predictions using all other datasets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com