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For computational data analysis, we also need large-scale comparisons to provide a fair evaluation of different methods.
Our results represent a set of general recommendations for a fair evaluation of any GNA method (and especially if the method falls into the two-state NCF-AS category), not just MI-GRAAL and GHOST.
Taken together, our results represent general recommendations for a fair evaluation of network alignment methods and in particular of two-stage NCF-AS approaches.
For fair evaluation, the performance of this method on MTDC system is compared with di/dt method.
The yearly organized DREAM challenges allow for a fair evaluation and unbiased comparison of these methods.
In order to provide a fair evaluation of the performance of various methods, indicators are used.
The debris-filtering test results show that the suggested requirements could be realized, and the method could be applicable for a fair evaluation of the fuel performance.
In general, an in-house method would not be applicable for a fair evaluation of other vendor's fuels.
Second, as the IFM method used for parameter estimation of copula-based distribution ends up in a sub-optimal estimate, developing an optimal parameter estimation method for large vector dimensions is needed to have a fair evaluation of the copula-based distribution power in the statistical modeling of speech signals, e.g., compared to the optimal parameter estimation method used for MLD and MGD.
We employed 10-fold cross validation and all the four methods above use the same groups of training and test set for fair evaluation.
"I think they gave me a fair evaluation".
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