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Hence, our contribution for this paper is at least as much the introduction of the novel MIP optimization approach to solve such problems, as it is in getting definitive results on the protein DNA interactions with the initial dataset we solved.
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To filter out stocks with insufficient liquidity, the initial dataset is analyzed by subperiods.
Testing these rules in the initial dataset, with all of the records, we obtain the confusion matrix shown in Table 6.
To determine whether WSP sequences were significantly associated with host genera, we sub-sampled the initial dataset to comprise only one host species per wsp allele, that is, the dataset included multiple representatives of the same species only in case they carried distinct wsp alleles.
The dataset from the NAS was copied in a parallel way to a set of HPC computation nodes, so that the local disk of each node received a chunk of the initial dataset, which was continued with the local data mapping with Bowtie, and ended with the mapped reads in the SAM format being sent back to the NAS.
The initial dataset was constructed with 19 attributes that characterize access for a 3-day time window for each user.
After extraction, the initial dataset included 47 809 patients with an anaesthetic procedure.
The pre-publication history for this paper can be accessed here: http://www.biomedcentral.com/1472-6963/12/65/prepub The authors would like to acknowledge the contribution made by the staff at the General Practice Research Database and Tarita Murray-Thomas in particular for all her help in creating the initial dataset and for assistance with questions during analysis.
This includes the costs associated with developing the genome-enabled EBV and the genotyping of the initial dataset.
Meanwhile, the number of families with at least 8 members only slightly decreases (2520 for the initial dataset, 2431 for SI = % and 2406 for SI = 0%).
The initial dataset was downloaded in January 2011 and then combined with population data for use for a cluster analysis.
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