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The fitting algorithm increments the connectivity during the fitting process until a satisfactory fit is obtained.
In a classification model, the parameters of the model are optimized to fit the training set as much as possible during the fitting process.
One of the major drawbacks of LMA is inability to prevent a generation of negative and off-limits values during the fitting process.
The parameters describing the electronic properties (e.g., correction to the photoelectron energy origin, E0) and local structure environment including CN, bond distance (R) and Debye Waller factor (σ2) around the absorbing atoms were allowed to vary during the fitting process.
In the case of 2-D image analysis PSF information can be input as an image file and then the convolution (sliding kernel or FFT) with the source model and the PSF image is performed during the fitting process.
In the second, the film and the substrate's modulus are considered as unknown variables that are calculated simultaneously during the fitting process.
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Simultaneously fitting all 12 parameters substantially increased the computational difficulty of the fitting process.
To test whether self-reported increases in condom use during Avahan were consistent with observed HIV prevalence trends (hypothesis testing), the fitting process was repeated for each CCU trend hypothesis (Estimated, Control 1, Control 2).
A fitting threshold named confidence interval of fitting error is proposed to strike the balance between fitting accuracy and surface smoothness in the fitting process.
"When we first started, she was not that in tune to the fitting process.
The fitting result of a selected EXAFS spectrum at 335°C was shown as an example in Figure 4a to illustrate the fitting process.
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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