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These indices were used to better estimate performance of the classification model in the presence of a dataset with an unequal number of molecules in each class.
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It is concluded that estimates of bar parameters by the GAs give a better estimation performance with respect to other conventional methods.
The proposed method is intended to deliver better estimates of the performance measures than the available decomposition algorithms and, at the same time, to be faster and easier to implement than full simulation.
This better performance is also supported by the studies that show a better estimate of mortality risk when using cystatin C compared to creatinine-based equations [ 41, 42].
Hence, it can be inferred that the Holt-Winter method showed a higher performance and better estimates of the TEC compared to the IRI01-corr and NeQuick, while the IRI-2001 showed a poor predictive performance in the equatorial region over Malaysia.
Because matched wavelets will have better energy compaction, performance of estimated wavelets is evaluated by computing the transform coding gain.
Moreover, we note, for a given set of estimated parameters, much better performance of the optimal detectors due to the joint spatial and phase discriminations between the sources.
The better estimates of bathymetry lead to improved discharge estimates.
A more comprehensive formulation taking into account pose and map estimates will result in better performance of the algorithms.
Consequently, more prospective UK data on the performance of these IGRAs is needed to better estimate these values.
The level set and FCM algorithms were a good compromise in terms of the relative error in the volume estimate in comparison with the better performance of the FCM-SW algorithm, with SOI values of up to 0.72 and CEs which were smaller than those with the thresholding, variational and stochastic methods.
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