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Exact(2)
Thus, this model had one more free parameter than did the simpler one (eq. 1).
Even though the model given by eq. 5 7 had one more free parameter than did the previous model (eq. 4), it gave a poorer fit to the data, the VNAF increasing by 8.5%.
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Adding more free parameters did not bring significant improvements.
The function may depend on one or more free parameters.
The gyroscopic force provides more free parameters when one designs stabilizing controllers in the method of controlled Lagrangian systems.
Each speaker-dependent eigenphone matrix V(s) is of size (N + 1)× D, containing more free parameters than the eigenvoice method.
Although this model incorporates three more free parameters in dark conditions, all the illumination conditions are well fitted with the same parameters obtained in the dark, where only the photocurrent intensities in the diodes are free parameters.
Second, the cross transform performs similarly to the 256-class CMLLR model adaptation (MA), despite that many more free parameters are being used in CMLLR than in cross transform.
With greater sample sizes for association studies and more loci available for fitting, one may be able to reliably fit statistical distributions with more free parameters, for example the gamma distribution (which is very flexible) with free shape and rate parameters.
More free parameters make the CRF model more complex, which might be harder to learn.
Freeing both w and c yielded a smaller error variance, but not sufficiently small to justify more free parameters.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com