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"The problem is that it's based on a very small data set".
In a new book titled "Nuclear Politics: The Strategic Causes of Proliferation," the Yale political-science professors Alexandre Debs and Nuno P. Monteiro struggle with a very small data set.
This analysis was done on a very small data with only scale as a variable.
Despite the large numbers of records, "it's a very small data set," says neuropharmacologist Floyd Bloom of the Scripps Research Institute in La Jolla, California.
It has been seen that with a very small data set it is possible to reconstruct the measured geometry with few discrepancies regarding the experimental points.
thesis [7], the first author already addressed the influence of the speech rate on the intonational features of German, however, on a very small data set.
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D-PNN can be trained with only very small data set (6 samples), involving a wide range of input values <5,500>.
Although such protocols are computationally feasible for very small data sets, in practice there is a combinatorial explosion which renders them impractical for almost all record linkage applications.
All ST data with various δ can be well approximated by a general correlation (ST−SL /u′= 0.17Da0.43, covering both corrugated flamelet and distributed regimes with very small data scatter, where Da is the turbulent Damköhler number.
0.632 bootstrapping has been shown to provide a robust estimate of classifier accuracy, out-performing cross-validation [48], especially for very small data sets (e.g., see [49]), and is thus appropriate even for more poorly annotated genomes.
Our analysis reveals several striking similarities across our diverse set of applications including the use of collective operations, especially those collectives with very small data payloads.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com