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Only those metabolites that had a RSD of less than 50% were included in a new data set.
For this reason, an intensive effort (the Paleobiology database: http://paleodb.org) has resulted in a new data set [7], [8], constructed, weighted, and subsampled with the intention of minimizing such errors.
This resulted in a new data set that was much more variable than the original one (Figure 4C) and implied that if our classifiers (trained with the original data) are able to classify these new artificial data they might have learned a general classification rule.
Henceforth, the prediction rule will be validated in a new data set, which will be collected simultaneously in the third hospital; the non-teaching hospital.
Notwithstanding, we show in a new data set that stimulation of a small part of the flagellum with a single flash increased the flagellar beat frequency, demonstrating that local bPAC activation significantly increases cAMP levels in the flagellum.
The PASES is shown as Additional file 1. Confirmatory factor analysis (CFA) was carried out to assess the extent to which the underlying eight factor model was replicated in a new data set.
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And it ended in providing a new data set that can be endlessly deconstructed.
In each simulation run, a new data set was generated and double cross-validation was used with the simulated data.
In doing so, uploading a new data set would require no structure changes (such as renaming each column).
The 384 and 149SNP data sets are of considerably worse quality, with estimated error rates around 5%. Due to its high density, the Perlegen data set is used in SNP filtering while a new data set (2010-384-149), which merges the other three (2010, 384, 149SNP; indicated in the order of precedence) is used in accession filtering for 250kSNP quality-control (2).
4 In this study, with a new data set unknown to all raters and SKINCAD, SKINCAD achieved good Az performance for classification of benign or malignant skin lesions using borders determined by either GPs, dermatologists or the gold standard developed from dermatologists' original markings.
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