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In contrast to the near-perfect recall exhibited by the localization programs, the precision of the programs suffers from a substantial incidence of false positives.
Figures 5 and 6 show the average sensitivity and precision of the programs, with results grouped by reference alignment sequence identity.
To compare the performance of these algorithms on multiple sample RNA-Seq data, we generated six RNA-Seq datasets with different numbers of samples and evaluate the sensitivity and precision of the programs.
The strategy followed by ConPredII combining predictions from different methods is reported (Arai et al., 2004) to increase its effectiveness as compared with the separate methods; however, our 'Performance' and 'Agreement' analyses suggest that the ConPredII's signal peptide detector limits the precision of this program, and similarly for memsat3.
Now, with the launching of a new $145 million NASA satellite for observing the microwave background scheduled for June 30, scientists plan to widen the scope and precision of this program so far that it will become a kind of "cosmic genome project," said Dr. Max Tegmark, a cosmologist at the University of Pennsylvania.
Conventional standard errors ignore the group structure induced by specification errors and tend to overstate the precision of the estimated program impacts.
Figure 3 A-B) shows both sensitivity and precision of the four programs on different numbers of samples.
This approach allows for an assessment of the presumed accuracy and precision of the three tested programs on the basis of their outputs alone, i.e., independently of the known quantitative design parameters of the synthetic test images, and will lead us to conclusions on which kinds of precisions are typically obtainable for the task at hand.
The ability to track large numbers of individuals and families is a key determinant of the power and precision of breeding programs, including the capacity to quantify interactions between genotypes and their environment.
For STAT1, NEXT-peak had the largest precision (of all programs examined) over the full range of lengths, up to 10,000 peaks.
Because PSORTb is designed with an emphasis on high precision, the program returns a prediction of "unknown" if not enough information is available to make a confident prediction.
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