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We test E-RFE on synthetic and real data sets, comparing it with other SVM-based methods.
We report some preliminary results obtained for MIPLIB 3.0 and 2003 instance sets, comparing our approach with an integer programming based separation method.
Table S6 presents the complete data sets comparing fracture callus mRNA expression to the three types of stem cells.
Although there is considerable overlap between the prediction/validation and sequence data sets, comparing them showed that neither set is complete.
PFRthermo values in the intact pulmonary microvasculature were calculated (Equation 5) to be 1.55±0.12 and 1.54±0.12 using adenosine and papaverine, respectively (p = 0.8 using paired t-test for complementing data sets, comparing both agents).
In the BWSDCE, respondents had to complete six choice sets comparing three hypothetical jobs (A, B and C).
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But ultimately it was Andersonwho prevailed in the most important statistics of all, hammering home 26 doubles over the course of 12 sets, compared with his friend's 19, to win by seven sets to five.
An overall total of 64 unforced errors in three sets – compared with 28 over the five sets of his semi-final win against Milos Raonic – tells its own story.
Please see Table 1 and the first, related study for details of the descriptor sets compared.
GPR is robust and easy to implement but becomes inefficient for large training sets compared to NN and MARS.
Furthermore, the proposed method presented better results for the majority of the tested data sets compared to other algorithms.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com