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It was indicated that, based on AUC criterion, Lasso penalty resulted in higher capability of prediction than other methods.
Based on the criteria of AUC and.632+ prediction error curves, the elastic net penalty resulted in higher capability of prediction than the Lasso.
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Only eight HDCs have attained strong capability, and since most of these are small (e.g., Singapore, UAE), less than 100 million (or 1.7%) of the roughly 5.8 billion people in HDCs currently live in high capability states.
The major merits of developed technique compared to prevalent thresholding techniques are: higher accuracy in change detection and measurement, higher capability in detection of multiple changes and lower dependence on quality of RRN process.
As one of major advanced technologies in post-genomic biology, subcellular proteomics has higher capability in discovering protein functions systematically from spatial and time scales.
In contrast, 3 clones of PC3-AKR1C3 transfectants possessed a significantly higher capability in stimulating HMEC-1 tube formation with 218.0 ± 20.2, 237.4 ± 17.1, and 287.8 ± 36.5 tubes.
The result turns out that they have similar performance in the case study, yet MLP performs slightly better since it has a higher capability in modeling non-linear effects and interactions between variables.
This happens because of its higher capability in accommodating diverse applications with different priorities and reducing computational overhead by dynamically adjusting the bandwidth allocation to the applications following their historical usage pattern.
In addition to soft agar assay, we performed sphere assay, showing that SP cells have a higher capability in forming spheres compared to non-SP cells and parental cells (Fig. 4D and E).
In this case, Rule 3 as shown below is proposed to select the service with higher capability index in order to provide better quality of service (Table 5).
Therefore, a graded CNTs volume fraction in two directions has higher capabilities to reduce the frequency parameter than conventional 1-D nanocomposite.
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