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Results showed the WIMFCM improved the accuracy of water extraction in comparison to alternative methods in terms of kappa coefficients (KCs) and total classification errors (TEs).
Moreover, in comparison to alternative methods, ECD classifier reveals four well-separated gene clusters.
Since our algorithm considers many more possible secondary structures in comparison to alternative methods, our program has a higher running time.
Consequently, in comparison to alternative methods, it theoretically lacks an optimal explicability, and an efficient description of the differences in population patterns among loci.
This has the clear advantage that it provides a transparent link between parameter values and experimental data in comparison to alternative methods such as simplex optimisation [ 12], simulated annealing [ 13] and Levenberg-Marquart optimisation [ 14], which only provide parameter value estimates without increasing the understanding of the underpinning model mechanisms.
In comparison to alternative methods, such as linear programming, elementary flux mode analysis enables the investigation of all possible physiological states in the cell and can identify all existing metabolic flux vectors without any a priori knowledge or assumption on measured fluxes [ 5].
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Discussion of the results of the analysis includes comparison to alternative simplified methods in terms of the predicted morphologies and the corresponding interfacial energies.
Comparison of engagement in links to alternative methods of health workforce development would enable effective comparison of learning outcomes and costs to the institution.
Several additional comparisons of imputation methods have been conducted in the context of new methods being described and compared to alternative methods [7], [10], [12].
Through the mutual CN of expression data belonging to dependent paired samples and using a separability score, calculated by the modified Wilcoxon signed-rank test, the method provides an essential improvement of the sensitivity of the feature selection at the highest specificity (100%) in a comparison to the alternative methods.
We rigorously benchmarked LOCtree in comparison to the best alternative methods for localization prediction.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com