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This uniform variance assumption is often inaccurate for expression compendia, because multiple measurement technologies applied in multiple labs will almost certainly have different errors associated with them.
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There is, of course, no way to always avoid both types of error, and we have different error thresholds in different endeavours.
To overcome this mismatch problem with a single ASR system, we use a system combination approach using multiple ASR systems with different features and different model types because a combination of various systems that have different error patterns is beneficial.
Moreover, our simulations demonstrate that different ECG respiration extraction techniques have different error profiles with respect to the respiration rate, and therefore a respiration rate-related modification of any fusion algorithm may be appropriate.
In many cases, one would like to be more flexible because the data to be transmitted/received have different error protection needs and the channel is time varying or has insufficiently known parameters.
Different technologies have different error rates.
Figure 7 shows that the four biased models have different error ranges.
Second, this research was performed with one device, while other devices may have different error characteristics and therefore are results should be generalized with caution.
Since agarose-based fingerprinting and HICF use different sets of restriction enzymes, a different band-calling scheme, and have different error rates and band size tolerances, data from these two different methods cannot be merged directly.
Alternatively, the difference between the mutational spectra of the two DNA strands can be a result of replication of the two DNA strands by two different polymerases (Kunkel and Burgers 2008) that have different error rates for insertion of nucleotides in the nascent strands (Kunkel and Bebenek 2000; McCulloch and Kunkel 2008).
Each platform produces reads of different lengths and has different error models.
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