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For that purpose, a domain has been specified, which may contain the class of signals maximizing the error criterion assumed.
The between-class discrimination is enforced by maximizing the error between the discriminant components of the two classes (see arrow III in Fig. 2).
There are actually several methods: maximizing a robustness criterion [6, Section 5.1.3], maximizing the detection score [1], or maximizing the error exponent [7].
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While the former is important to maximize the error recovery mechanisms of the transport protocol, the latter is essential to leverage the potential benefits of the caching mechanism.
The most used are error-prone PCR, which maximize the error rate of DNA polymerase during the PCR reaction [ 74, 75] and DNA shuffling, which consists in digesting a gene with endonucleases creating a pool of random DNA fragments that can be reassembled into a full-length gene.
Although this rule tends to select channels and synapses in layer 1 that maximize the errors of layer 2 in predicting layer 1 output, it would tend to minimize the errors in the estimates of future reward by each of the two layers.
The uncertain initial conditions and disturbances due to intrinsic and extrinsic molecular noises on the host cell are considered as a player maximizing the regulation error and the design parameters are considered as another player minimizing the regulation error.
Since our new decoder g is very similar to Oosterwijk et al.'s decoder h (by c·g≈h), a natural conjecture would be that also for this new score function, asymptotically the best pirate attack maximizing the decoder's error probabilities is the interleaving attack.
However, we conservatively chose the longest list to maximize the measured error.
Thus, this method will minimize the impact of the node with large error, while maximizing the effect of nodes with small error.
Secondly, the maximum type 1 error only occurs if the experimenters apply the worst case sample size reassessment rule (maximizing the conditional type 1 error rate) at any point in the interim sample space.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com