Datasets merging

Since equal numbers of disordered and ordered residues were used for training and testing, prediction success would be about 50% if disordered and ordered sequences were the same. In contrast to this 50% value, prediction success rates for the short, medium, long, and merged datasets were 69% 3%, 74% 2%, 73% 2%, and 60% 3%, respectively (Romero et al., 1997b), where the standard errors were determined over about 2200, 2600, 2000, and 6800 individual predictions, respectively. 

Run the LCM algorithm to extract core modnles and merge them by typing % java -Xmx2000m xSamnrai -M -i data-set file.idx -d dataset file.db -q query file -n noise thresh-old -s minimnm modnle -r resnlt dir. ... 

It is also possible to merge both embedding coordinates. We denote 2D coordinates for each species as (xf,yf) due to phenotypes and (xf, yf) due to DNA sequences. Applying PCA to (), we have found that the cumulative contribution up to the second principal component is 81%. Thus this 2D configuration can express merged reduced embedding of two different types of datasets (see Fig. 7). Here, we could use nMDS as well. However, if PCA... 

The project statistician will then merge the file of the randomization codes to the database to generate the analysis datasets. 

Managing reference data can be particularly troublesome when two or more systems are merged for example when two local systems are being replaced by a single alternative and there is a need to preserve historical cliifical data. Each system is likely to have its own reference data and, particularly over time, it is common for these datasets to have similar purposes but with different content. For example, a Patient Administration System may have five different options for Admission type whilst the Electronic Health Record may have seven different options for that same field. Whilst it might be possible to live with this discrepancy on a day-to-day basis, the situation suddenly becomes very complex when it is necessary to merge the two datasets. Any proposed solutions need a careful safety assessment. 

Phytochemicals derived from eatable plants represent a remarkable source of bioactive compounds. In a recent study, Jensen et al. [41] performed a high-throughput analysis of phytochemicals in order to uncover associations between diet and health benefits using text mining and chemoinformatic methods. The first step of that study involved the extraction of associations between the terms of plants and phytochemicals, analyzing 21 million abstracts in PubMed/MEDLINE covering the period 1998-2012. This information was merged with the Chinese Natural Product Database and the Ayurveda dataset, which was also curated by the authors. The final dataset contained almost 37000 phytochemicals. A remarkable outcome... 

In order to merge the natural gas and oil datasets the accident s frequency for blowout has to be comparable. Therefore, the risk indicators for each industry are normalized by the amount of total production in the time period 1990-2012 in GWeyr. The total amount of oil and natural gas onshore production are collected from the US. Energy Information Administration (e.g., EIA, 2014) and from the Canadian Association of Petroleum Producers (e.g., CAPP, 2014) for USA and Alberta, respectively (Table 4). 

Hereafter, the merged dataset containing N- -M turbine inspections is considered, where the... 

Parameters p and fj can be calculated following the procedure detailed in Section 3, on the merged original and reconstructed datasets N+M machine inspections). Figure 10 shows the reduced when the merged dataset is used. 

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