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Moreover, we also analyze different factors influencing the performance of the ASR back-end, such as the acoustic model topology, the type of multi-condition training data, and the scheme used for environmental adaptation.
Higher agreement indicates the more reliable of the annotated data and the scheme.
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The DCP data model and the scheme of the DCP emulator are illustrated in Fig. 4 where each block in Fig. 4 a represents a data type (using C language for reference, [35]) as explained in Table 1. Figure 4 b shows a simple diagram of the DCP emulator file relationship.
The reference networks were constructed using the ChIP-on-Chip data and the classification scheme for gene function.
In Table 4 that follows, we present the results obtained using the imaging data and the classification schemes as laid out previously.
Finally, in the prediction phase we generated the final value of the CC using the unseen new data and the best learning scheme (LS) computed in the evaluation phase.
The prediction that motor activity should be low at the turning point of a cyclical movement [ 3] becomes intuitively understandable in the light of our data and the motor control scheme proposed in Figure 6 (particularly arrow c in Figure 6Ai).
Nonetheless, it can be helpful to have automated heuristic rules to help guide the analyst in making the appropriate choice for K, even if the resulting inferences need to be carefully interpreted within the context of prior knowledge about the data and sampling scheme.
As the first step of the development of automatic zone annotation, in this article, we focus on the evaluation of the annotated data and scheme based on the inter-annotator agreement.
"We asked HS2 for all the data on the construction and the scheme itself.
Concerning our dependent variables, we want to highlight that the analysis on regular specialist visits was limited by the nature of the German claims data and reimbursement schemes in the inpatient sector.
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