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All datasets have the highest frequency of clusters at matching score >0.9 and overall most of the clusters have higher matching score, which means most of the DPClusO generated clusters can be confidently related to a dominant disease.
Furthermore the number of clusters with matching score >0.9 is remarkably larger compared to the same in other ranges of matching score in case of the 0.3% dataset).
The annotations measured the meaning transfer rates using human evaluations and a scale defined here called the concept matching score.
The selection of high-ranking initial assignments of NOE cross-peaks depends on several factors, including: symmetry of the peaks, chemical shift matching score and network anchoring.
However, when SVM is considered, matching score fusion produced a better result than feature-level fusion.
The measure of matching score [35] is used for the evaluation.
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Fig. 3 Block diagram of matching score-level fusion.
Figure 3 shows the block diagram of matching score-level fusion.
Thus, we tried matching score-level and feature-level fusion to obtain the best configuration.
Matching score-level fusion.
Tables 6, 7, and 8 show the matching score-level fusion results for three classifiers.
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