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Although it is possible to incorporate discriminative training in HMM RFE, the computation would be much heavier because discriminative training requires more iterations (e.g. 500 iterations) to converge comparing to generative training (about 20 iterations).
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In other words, all the computations would be aimed at limiting the frequency of false alarms.
If the entire splint model were to be constructed using a single automated process, the concerned computation would be completed within tens of seconds.
Because we did not use the inverse MC matrix, the amount of computation would be reduced.
Because an exact replication of the Grid and computation would be degenerate and uninteresting, decisions had to be made about where the cloud architecture would be allowed to differ from the cluster.
If the result of any computation would be a complex number whose real part is of type rational and whose imaginary part is zero, the result is converted to the rational which is the real part.
The time step would be severely restricted by the CFL condition and a long time computation would be subjected to numerical instability if an explicit method were adopted in these cases.
With DF approach, GE data distribution is not a problem, but computation would be enormously difficult, even with the help of using a set of starting value that could be a rough estimate at best from the LDA approach.
Therefore, more computation would be required under near-tie high uncertainty conditions within a certain set size than what would have been predicted based only on the self-terminating search algorithm.
We cannot rule out the possibility that some incidental size computation was occurring in pattern discrimination or reaching (for example, reaching may be less demanding when directed to larger targets); however, in both cases, size computation would be much weaker than required in size discrimination and grasping.
But based on results so far, a fast computation would be expected in most situations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com