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The generalization accuracy increases with increased model complexity up until a point where model flexibility can no longer be accounted for by the data set.
In a second task, participants reported the angular relation between two locations within the lung vasculature in the 3D space defined by the data set.
In 40%% of the cases, we were not able to identify the condition explicitly from the information provided by the data set.
The test showed that the hierarchical structure can be satisfactorily resolved by the data set used in this study (Figs. 11(a) and (b)), suggesting that the obtained structure for the lower crust is reliable.
Invasion of annual grasses in the Great Basin has mainly occurred at lower elevations, so high elevation sites are poorly represented by the data set; furthermore, focus on annual grass cover resulted in a disproportionate sampling of heavily invaded sites.
In: Third International Symposium on Fresh Water from the Sea, vol. 1, pp. 31 39] in a temperature range 0 200 °C, practical salinity range 0 40, and varying pressure and is also calibrated by the data set of Millero et al. [1981.
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Integrated intensities were normalized by dividing the data set by the average of the 8% most reactive nucleotides after first excluding the top 2% of reactivities.
We also annotated the array by comparing the data set with the Arabidopsis Gene Family Information database maintained by the Arabidopsis Information Resource [ 42].
We also annotated the chip by comparing the data set with the Arabidopsis Gene Family Information database maintained by the Arabidopsis Information Resource [ 29].
This week, Google's looking to speed up the process a bit by crowdsourcing the data set.
In addition, to check the statistical accuracy of MODPEP, we have repeated the validating procedure by splitting the data set into training and test sets for 10 runs.
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