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If the mean is close to zero, the variance essentially determines the shape of the histogram.
The shape of the histogram described the sharpness of the image.
The shape of the histogram of the predicted errors is often used to measure the performance of the embedding scheme.
The first category is based on the shape of the histogram, such as valley-seeking method [4] and histogram approximation method [5].
The distributions of field estimates from the three approaches show that the shape of the histogram of field plots is captured by all three approaches, although again CRM produces systematically smaller estimates (Fig. 3).
Kurtosis (or the magnitude of pixel distribution), skewness (or the skewness of the pixel distribution), and the standard deviation of the pixel distribution describe the shape of the histogram representing the peak, asymmetry, and gray-level variation within the lesion.
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There are differences in the shape of the histograms obtained using MFP (negatively skewed) as compared to the two HSQC spectral matching methods (positively skewed).
It is apparent from Fig. 5a, e, f that the shape of the histograms approximately resembles a normal distribution curve for the pre-monsoon 2006, and pre- and post-monsoon 2008.
These transformations were chosen by observing the shape of the histograms after various power transformations.
According to my visual inspection of the shape of the histograms shown on Figure 1 b, the histograms could be better approximated by the scale-dependent frequency distribution model(s).
While Cyntenator just reuses a few markers and not more than twice, i-ADHoRe reuses several of them up to 10 times, as depicted by the shape of the histograms.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com