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Exhibiting fewer degrees of freedom to be 'tuned' with experimental data, this method can consequently generate statistically significant classifiers with a comparatively smaller amount of microarray training data while generally avoiding problems of overfitting.
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In addition, they actualized an Android malware detection engine based on the deep-learning method (DroidDetector) that can consequently distinguish whether a file has a malicious behavior or not.
As a result, one can claim an original misclassification and, consequently, the method can be used to cure errors in a given protein function classification.
Second, the method can only validate previously observed associations; consequently, the inability to validate an association does not imply that it is false, it may simply be unknown (see the Discussion section).
The results show that this method can be used to estimate transformed profile and consequently θ(x) and θ(t) profiles.
At the same time, the method can be represented by a set of mathematical equations, consequently facilitating its computer implementation.
Consequently the main contribution to the performance improvement provided by our method can be ascribed to the fact that it takes into account the problem of the occlusions of the persons by means of points density.
The frozen solid containing hyperpolarized 13C-substrates can consequently be melted at a later time, in a remote location, and this method also extends the potential applications of hyperpolarized 13C MRI to biomolecules with low solubility.
Based on this preliminary analysis, the tunnel design can consequently focus on the detected potential problems, implementing with the required detail the most adequate methods of analysis and calculations.
Applying application-specific performance optimization can consequently improve energy consumption.
This can consequently lead to an optimized energy consumption.
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CEO of Professional Science Editing for Scientists @ prosciediting.com