One million reads from two different runs of in house generated ABI SOLiD sequencer data was used for all comparisons, as this is a sufficient dataset to offer reasonable comparison.
As metalearning profits from knowledge obtained while looking at data from other problem domains, having sufficient datasets at one's disposal is important.
Using this technique, we have shown that most of the information contained in the source wavelet coefficients is sufficient in datasets to enable the characterization of the MT impedance tensor.
Thus, our coupled experimental and mathematical investigations with a sufficient datasets allowed us to estimate all parameters in Equations 1– 3, and to compute the basic reproduction number, generation time, and Malthus coefficient (see below).
After sufficient datasets were imported to create an integrated LAGOSLIMNO database, the water quality data were exported for detailed QAQC analysis of the integrated database, which we describe in detail in Additional file 20.
Although some data exist exploring differences in gene expression among S. cerevisiae strains [ 37- 39], there are not sufficient datasets available for a full test.
Moreover, from analyses in which sufficient datasets existed, the association was stronger for colorectal cancer in female European populations (RR 1.64 [95% CI 1.17 2.28]; five datasets with 2,665 incident cancers) and became protective for prostate cancer in the white U.S. populations, which needs confirmation from future studies.
Thus, determining the smallest sufficient dataset size that obtains the same accurate model as the entire available dataset remains an important research question.
Other genetic variants may modify placental transfer as well, but we did not have sufficient information in our dataset to examine them.
This methodology requires a large dataset to provide sufficient statistical power and its strength lies in the identification of important genes in the condition of interest.
