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In our discussion of performance in Additional file 5, we describe how interfacing with the cameras was often tricky and fraught with difficulties, and troubleshooting problems related to operating system compatibility and other computer-related issues was one of the most time-consuming parts of this project.
While some of these predictive markers have shown promising results in a limited number of patient cohorts, many of these signatures have failed to achieve similar performance in additional validation studies (Bonnefoi et al., 2009).
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To maintain current performance levels we are putting in additional sitting days for judges from next month.
Determination of adenine nucleotides and lactate content by high-performance liquid chromatography (HPLC) was performed in additional 8 animals per group by an independent experienced technician.
We find that RBSets leads to good performance in identifying additional interactions starting from a small evidence set of interacting proteins, for which an underlying biological logic in terms of functional processes and signaling pathways can be established with some confidence.
Curves for CpG and non-CpG performance are given in Additional file 1. Profisi Ensemble's pppBenchmark performance was as follows: 1A: 0.691 1B: 0.691 2A: 0.691 2B: 0.691.
The Sprai algorithm and its performance are shown in Additional file 7. The assembly by Sprai generated 31 contigs using three-cell data, showing better assembly performance than that by HGAP.
The model performance was displayed in Additional file 2: Fig. S1 and Additional file 2: Table S1.
Performance evaluation results in Additional file 1: studiedudied networks with varying sizes, reaching consistent conclusions.
The parsimonious gene sets of four filters in terms of AUC performance are provided in Additional file 3: Table S3.
Thus, although false positives in prior knowledge may contribute more learning errors, false negatives will not worsen network learning performance (results shown in Additional file 1: S5.5).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com