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In addition, a couple of studies have examined factors associated with extremely poor performances of practicing doctors [ 5, 12, 13].
Consequently, instances of extremely poor performances were salient and were identifiable outside the margin of error within the normal subject group.
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The performance of SGB depends on the characteristics of the database because boosting will fail to find a predictive model or give extremely poor performance if the database is too noisy (i.e., the updating of the weak learners may be over-emphasizing noisy examples)14,15.
Surgeons have used non-degradable synthetic polytetrafluoroethylene (PTFE) or Dacron medium- to large-diameter grafts which provide 10 years of symptom-free lifestyle; however they have extremely poor performance due to thrombotic occlusion and intima hyperplasia when their diameter is <6 mm (Song et al. 2011; Clowes et al. 1985).
Best supportive care was proposed to patients with extremely poor performance status (13% of the overall population).
Seven barcodes that displayed extremely poor performance in the pool were excluded in our subsequent studies (Additional file 1: Table S3).
The LibSVM analysis also supported our pre-analysis which showed extremely poor performance of the Gaussian/Exponential RBF kernels on these data sets.
Specifically for the Euclidean distance we observed an extremely poor performance when expression data was not z-normalized (data not shown).
We quantified gaze target synchronization with several indices, whose distributions across subjects were such that instances of extremely poor performance were identifiable outside the margin of error determined by test retest measures.
However, a higher TB clinic caseload and a higher prevalence of TB-HIV co-infection, with the concomitantly increased workload on TB staff, in this study may be a reason for the extremely poor performance.
Noting the extremely poor performance of Control-FREEC in identifying deletion events, especially in the AA CRC WES dataset, we proceeded to evaluate whether its performance could be improved by enabling Control-FREEC to infer and adjust for potential stromal admixture and tumor content in the two WES datasets.
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