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For testing the performance of our proposed regularization method, we compare four different regularization methods.
Then some of these videos are used for training and the rest for testing the performance of our algorithm.
Synthetic data and real data generated from a collagen fiber simulation with 890,000 atoms are used for testing the performance of our SDH algorithms, with results summarized in Figure 8. Comparing with the brute force method, the density-based algorithm is about ten times faster under the larger bucket width.
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Moreover, we prepared two datasets for testing the performance of the best model in the study.
Here, we additionally generated and analyzed in-vitro simulated datasets for testing the performances of BayesAss+.
In another experiment, we test the performance of our heuristic algorithm for interaction prediction.
This study tested the performance of an algorithm developed for this purpose.
These results support the use of t-test for comparing the performance of algorithms.
An independent test is used for demonstrating the performance of a predictor for practical application [ 24].
Therefore, it may be limited for evaluating the performance of these tests.
A gold standard for justifying the performance of any medical test is whether the information yielded by the test will alter the course of clinical management.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com