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Besides the validation of new semantic structures, we will evaluate the NMF procedure as well by comparing our NMF-based framework with a Gaussian mixture model (GMM -based baseline system.
Figure 4 illustrates that (2hat{lambda}_{n}hat {sigma}_{n}^{2}M_{n}) can approximate the central (chi_{2}^{2}) well by comparing the empirical distributions of (2hat{lambda}_{n}hat {sigma}_{n}^{2}M_{n}) with (chi_{2}^{2}), which implies that the M-test is valid under the local alternatives.
The superiority of the TV/segmentation method can be seen as well by comparing the standard deviations of the indicators.
- The hook method performs reasonably well by comparing expression data of the same origin between two chip generations (HG-U133A and HG-U133 plus 2.0).
This article addressed short-segment fixation well by comparing patients treated with a transpedicle body augmenter with a control group of patients treated with short-segment posterior instrumentation.
A goodness-of-fit test was performed to confirm that the multivariable model is well calibrated and fits the data well by comparing the observed mortality with the expected mortality as predicted by the model in 10 equally sized groups ranked according to the model's predicted mortality.
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The validity of the predictive model was assessed for 77 validation wells by comparing the predicted nitrate concentration to the observed nitrate concentrations.
This way may be considered as formally generalizing the notion of norm-contoured distributions in (Richter, W.-D.: Norm contoured distributions in R2, submitted), as well as being statistically well motivated by comparing empirical density level sets with level sets of Minkowski functionals of suitably chosen star bodies.
The established model is well validated by comparing with the existing experimental results.
Their structures were determined on basis of spectroscopic evidence, as well as by comparing with literature data.
The accuracy was discussed by overlying the actual and simulated maps, as well as by comparing stream densities, network lengths and numbers of streams, catchment area, and number of catchments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com