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A discussion about the speed-up of these techniques in relation to other commonly applied procedures was reported.
The problem stems from the fact that many case-based reasoners are not simply using case knowledge as a form of speed-up knowledge.
Table 1 presents the speed-up factor (ratio of times) of our method compared to the na algorithm.
More formal analysis to identify speed-up achievable together with time complexity of the transformation algorithm could also be done.
Although this does not change the time complexity of the resulting program, still a considerable speed-up can be realised.
In the example we develop here, there is a small speed-up.
At beam width 11, the average was 18 secs withoutgesture and 10 secs with-gesture; a 44% speed-up.
This approach should allow for the verification of the correctness of new micro-architectures and their anticipated speed-up results.
On the other hand, the speed-up cannot be greater than the minimum of the average parallelism and the number of processors.
Again, these numbers show that computational speed-up is countered by error growth.
It is reasonable to expect that this general speed-up effect would also extend to performance on the picture naming task.
A speed-up of half the computational time was found.
Various measures of validity are available, including prediction accuracy on new data and the utility or gain (for example in dollar value or speed-up).
Thus, a user who would assimilate the abbreviation method perfectly can be expected to achieve this level of speed-up.
The speed-up depends on the trade-off between fewer iterations and the cost of inverting the matrix, which becomes expensive for large systems of connected constraints.