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The composition of the data are: 1. HumanEvaa dataset [45].
Descriptor selection is the result of a statistical procedure, and depends on the composition of the data set.
These modifications are: Figure 18 New dimensioning and composition of the data sets of the FINO1 database.
Comparing this database division with the one used originally (see Figure 7a), the following differences are found: Figure 16 New dimensioning and composition of the data sets of the Ekofisk database.
By selecting well characterized bioassay results, a large number of activity classes and compounds, ensuring structural diversity, balancing the relative weight of activity classes, and using a single test set, we attempt to ensure that our test results and conclusions are less likely affected by the varied composition of the data sets.
The performance of a fingerprint in these studies depends not only on its ability to describe the molecular features responsible for activity against a specific target, but also on the composition of the data set, the statistical robustness of the study, and the evaluation method(s) [9 14].
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Cross validation is a measure of model accuracy and its robustness against random changes in the relative composition of the training data and the data for which an inference is made [21].
The overall compositions of the data sets are similar to other metagenomic studies of RNA viruses in marine communities.
We found that resistance estimated using the randomized buffer did not differ from estimates using the real data, even when the composition of the real data was varied.
Open image in new window Fig. 9 δ18O–δdiagramam of the groundwater and WMV of Amman Rain. Figure 9, shows that the groundwater samples reveal a wide variation in stable isotope content, and a close look at the isotopic composition of all the data indicates that there is at least a 3.5 and 15.8 ‰ range in δ18O and δD respectively.
The answer probably depends on several factors, including selection intensity, effective size of the population, density of the SNP chip used, initial size of the training data, and whether or not the size and composition of the training data change over time.
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