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By combining genomic data from both the GRO (Genomic Run-on) and the RNA pol ChIP-on-chip methods we generated a new, more accurate nascent transcription rate dataset.
This problem was solved by scaling the metabolic rate dataset up by a factor of 1,000, and by lowering the ratedev parameter to 0.002 (Mark Pagel, personal communication).
Therefore, even with 20 30 fps capture rate, dataset for M.S.D. is of small size.
For example, on the 2% error rate dataset, GASSST obtained results comparable to BWA-SW.
The pre-publication history for this paper can be accessed here: http://www.biomedcentral.com/1471-2288/13/47/prepub We acknowledge Paula Pinto from Nélio Mendonça Hospital, Funchal, who allowed us to use the maternal heart rate dataset collected for her PhD studies, approved by the local Research Ethics Committees.
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In this way, three extra genotype datasets, data1, data2, and data3, were generated as different call rate datasets, GCR (95%), GCR (90%), and GCR (85%), respectively.
Similar results are obtained with cultures at a higher growth rate (datasets B1-B3), B1 and B2 are highly consistent, while protein producing B3 shows similar behaviour to A3-A4.
To quantify the effect of mutation rate variation on synonymous mtDNA diversity we combined the bird and mammal polymorphism and neutral substitution rate datasets and performed a multiple regression of substitution rate and bird/mammal status (class) on synonymous mtDNA diversity.
For each of the 79 strains that overlapped between the gene expression and growth rate datasets, we computed a score by taking the average of the growth rates (relative to growth under normal conditions) under the seven rapamycin-related conditions reported in [ 24].
Extensive experiments on a large Netflix rating dataset of movies are performed, which show that our proposed recommendation models largely outperform the baseline models for rating prediction of cold start items.
In order to verify the feasibility and effectiveness of KCM, personal credit rating dataset provided by a local bank in Seoul, Republic of Korea is used in this study.
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