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"[Some companies] are getting better performance by using lighter materials," says Omotoso. "Lighter cars go faster and get better fuel economy".
From the medium usage point of view, network coding gives better performance by using the medium less when compared to the traditional communication method, in which each packet uses the medium exclusively [16, 17].
In [21], it has been shown that the BEM-based linear MMSE channel estimator can achieve a better performance by using a larger number of observation samples, that is, when all elements of are included in the observation vector.
For example, logistic regression favors the combination of clinical codes and measurements when no feature selection is conducted; a support vector machine with the RBF kernel using clinical measurements yields better predictive performance when only part of the features are selected; and the k nearest neighbor algorithm always achieves better performance by using clinical measurements alone.
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Thus, the panel had a significantly better performance using InteQuan than using SISQuan.
This performance is better than the classification performance by using all miRNAs in data set 2. Although the specificity decreases, the cost in real-life diagnostic would be lower using the just 3 miRNAs, because the cost of misclassifying 'normal' as 'cancer' is much smaller than misclassifying 'cancer' as 'normal'normal
In the future, we plan to enhance the performance by using better features and devise more accurate learning algorithms.
All three models performed comparably with slightly better performance by FIA's CRM method and slightly poorer performance using the Chojnacky estimates.
It can be observed that the methodology used in this study obtained a better performance by observing the sensitivity rate.
Here, we use the method in[25] which can achieve better performance by maximizing the minimum distance between the codewords.
While not significant, a trend was seen for better performance by OMTT-registered students for the first two exams, where the instructor used the OMTT.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com