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Previous study processed a smaller data set and utilized manual measurement techniques.
Because calls and messages tended to be sporadic, the researchers used a smaller data set that captured the location of 206 users every two hours.
Commonly this approach is used by training on a large and freely available data set, and then fine-tuning on a specific task with a smaller data set.
Boyer and Holroyd combined this information with a smaller data set from the Bighorn Basin collected by Bloch, and data from a younger site Bloch and Boyer had explored and which spanned nearly 10 million years of early primate history.
The three other estimates are based on the American Community Survey; the CIS estimate is based on the Current Population Survey, which is a smaller data set and therefore has a greater margin of error.
These results are consistent with the solar tracking algorithm optimized for cloudy conditions that we proposed in an earlier report and that was based on a much smaller data set.
The major advantage provided by adding wavelet analysis is the ability to detect sudden transitions as well as obtaining the frequency content using a much smaller data set then that required by the traditional Fourier transform method.
With Folding@home, they would have generated a much smaller data set, permitting far fewer insights.
However, this effect does not affect the reported statistical significance because the latter considers the increased probability of obtaining a high BEDROC score on a smaller data set.
This previous analysis was based on a much smaller data set from Internet discussions (in the order of 108 tokens) and the same English lexicon of affective word usage [7] we used.
The figure shows r N values tend to be much smaller than the interestingness for fans, as also seen in an earlier study with a smaller data set from 2006 [5].
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