Exact(7)
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.
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.
CCLS is superior to other evaluated methods not only in terms of averaged accuracy but also in terms of optimized accuracy.
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.
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.
Similar(53)
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.
This is because the quantities that can be shown to be (locally) optimized by some training algorithms do not necessarily translate into an optimized prediction accuracy as defined by us here.
This paper presents a method to generate valid high order meshes with optimized geometrical accuracy.
Support Vector Machine (SVM) is a classifier designed to achieve optimized classification accuracy.
While guaranteeing stability, the proposed procedure is optimized for accuracy and requires minimal algorithmic modifications to already existing schemes.
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