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Context mismatch: the worst-case scenario for a CD codebook.
The risk, however, is degraded performance in the event of a context mismatch.
However, in practice, the modeled and observed contexts may not always match, leading to a context mismatch.
The CD codebooks improve estimation accuracy in the event of a context match, and the CI codebook provides robustness in the event of a context mismatch.
On the other hand, Table 2 demonstrates poorer performance when using the CD codebook compared to using the CI codebook, in a context mismatch scenario.
On the other hand, in the context mismatch scenarios, employing the CI codebook alone should lead to results better than those obtained using the CD codebook.
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Personality is another important source of unobserved heterogeneity, but it was used by only two studies in the context of mismatch (Blázquez and Budría 2012; Tarvid 2013).
The features derived from the combination are used to provide robustness, particularly in the context of mismatch between training and testing in noisy environments.
The relationship between pH of the medium, p Ka of the heterocycle, and its base-pairing capacity is widely documented and has been exploited by various research groups largely in the context of mismatch discrimination and triplex formation, pertaining to diagnostic and antisense applications.
We obtained similar results in a different MHC mismatch context, in which donor C3H skin grafts (H-2Kk/I-Ak) were incubated with DnaK and transplanted to BALB/c (H-2Kd/I-Ad) hosts (Supplementary Fig. 6).
The difference between context match and mismatch (between CD-1 and CD-2/CI, and between CD-2 and CD-1/CI) is significant, especially in the Δ PESQ scores.
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