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Additionally, the algorithm calculates the precision of the computation in a straightforward way.
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The enhanced precision on the computation of the estimation error bounds has been possible thanks to the use of the a posteriori calculated covariance matrix that allows, in a second time, a more suitable description of the dissipation equation used in the Bounded-real lemma formulation.
The checking confirmed the adequate precision of the computations.
Moreover, numerical precision considerations prevent this approach to give accurate results when using the relation ℙ = 1 - ℙ(E n ) to compute the p-value of the complementary event (as the absolute error is then equal to the relative precision of the computations).
The precision of the numerical computations is assessed by comparison with analytical solutions for limiting cases.
The clusters are not numbered in the exact order of significance due to the limits of numerical precision in the computation of p-values.
For adequate precision in the computation of the response surface, we thus need to first search the DoE for such structures.
In we decode the spike trains (as suggested in ) of the flys H1 neuron and thereby reconstruct the time dependent angular velocity; this allows us to assess the reliability or precision of computation by measuring the accuracy of the reconstructions relative to the true motion trajectory.
Thus, there are two factors that affect KNN algorithm: (1) how to measure the similarity among samples, which affects the precision of computation; (2) how to find the most similar samples fast, which affects the efficiency of execution.
We chose two chains with 5,000 burn-in cycles, and 25,000 cycles with sampling after every cycle as a compromise between increased precision of the probability estimate and computation time (see Materials and Methods for more details).
One of the most significant advances of the 20th century was the replacement of mechanical and electromechanical devices with electronic devices… pocket calculators initiated a dramatic change in the engineering community, as engineers discarded their beloved slide rules for the greater precision of electronic computation.
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