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The averaged accuracy, optimized accuracy, and the optimized number of features on the condition of 200 and 800 labeled segments are summarized in Tables 5 and 6, respectively.

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In contrast, CLS has the lowest averaged accuracy and optimized accuracy.

The CCLS is best in terms of averaged accuracy and optimized accuracy regardless of the number of labeled segments.

Table 4 compares the averaged accuracy (Ave)., optimized accuracy (Opt)., and the optimized number (Num). of features among all evaluated methods, and the value after the symbol "±" denotes the standard deviation.

CCLS is superior to other evaluated methods not only in terms of averaged accuracy but also in terms of optimized accuracy.

The accuracy of the high-throughput MRD-assay in identifying clinical resistance against first-line and second-line drugs was the same as in scenario A. Improved clinical accuracy This scenario employed the assay of scenario A, but hypothesized to have optimized accuracy in identifying clinical resistance, e.g. by adding additional molecular markers.

The accuracy of the high-throughput MRD-assay in identifying clinical resistance against first-line and second-line drugs was the same as in scenario A. C. Improved clinical accuracy This scenario employed the assay of scenario A, but hypothesized to have optimized accuracy in identifying clinical resistance, e.g. by adding additional molecular markers.

While guaranteeing stability, the proposed procedure is optimized for accuracy and requires minimal algorithmic modifications to already existing schemes.

The proportion (60 to 70%) of data allocated to training that optimized DGV accuracy and minimized the coefficient of variation of accuracy was similar to large dairy populations.

Combined advances in technology and radiopharmaceutical development have driven these changes prompting more powerful disease detection at earlier stages which portends earlier intervention, improved risk stratification, optimized diagnostic accuracy, and ultimately improved prognosis.

At first, the GC analysis was optimized for speed, accuracy and reproducibility.

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