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Typically, two strategies can be employed to perform standard comparison between distinct machine learning prediction models for binary classification problems, either through cross-validation experiments or test on the independent datasets given the same threshold value.
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In the absence of a gold standard, comparisons between different tests have been undertaken.
Standard comparisons between WT and Enpp1 −/− mice were analyzed by unpaired Student's t-test.
Individual rFFAs were defined based on an independent localizer and a standard comparison of activations between faces and cars (see Methods).
In order to maintain a standard comparison of rates between time periods as well as crude and EBS estimates cumulative incidences were choropleth mapped in the following categories per 100,000 persons 0, 0 to 30, >30 to 60, >60 to 90, and >90.
Nevertheless, for the purposes of standard comparison over time and between sites, all the archived VA data were converted into the WHO 2012 standard VA format, which corresponds exactly to the input parameters needed for the InterVA-4 interpretative model (13).
And that may be the fairest standard of comparison between the Ninth and "The Rite".
Normalization was performed on the basis of the internal standard, facilitating comparison between different gels.
These results are broadly comparable to a standard BLAST comparison between O157 H7 Sakai and the original complete genome sequences.
We used the GMRCL dataset of 900 K SNPs as a reference standard for comparison between the PST approach and previous approaches such as the IBD method [ 12].
Recent studies on trilobites have shown that the protaspid larval phase does not encompass the same developmental stages in all trilobites [ 92], casting doubt on the validity of the standard direct comparison between final stage protaspides.
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