Sentence examples for on given data from inspiring English sources

Instead, models should be selected based on: given data, problem at hand, and model assumptions.

Therefore, the Kriging interpolation is not dependent on given data points but on the data configuration and variogram parameters (Goovaerts 1997; van Dalfsen et al. 2006).

(Lipschitz continuous dependence on given data) Let (mathcal{B}^{(j)}) and (mathcal{C}^{(j)}) satisfy the assumptions of Proposition 8 (with the same a priori bounds).

Finally, the same conditions of Lipschitz continuity guarantee the continuous dependence of solutions on given data, i.e., initial states and coefficients, which then follows, essentially, from Gronwall's inequality.

(Lipschitz continuous dependence on given data) Let (mathcal{G}^{(j)}, mathcal{U}^{(j)}) and (mathcal{W}^{(j)}) satisfy the assumptions of Proposition 5 (with the same a priori bounds).

Based on the appropriate condition on the rational IFS parameters: (i) the scaling factors that depend only on given data, and (ii) the shape parameters that depend on both the interpolation data and scaling factors, we construct the shape-preserving rational cubic FIFs for a prescribed positive and/or monotonic data.

As a final note, the focus of this work is on efficient modeling of given data.

Opponents of the deal say it violates the privacy rules on giving data to countries outside the union.

For example, on a given data set one method might be Bayes optimal for classification given enough data, and on another data set another machine might be optimal.

We will prove the following main theorem on the continuous dependence of the solution on the given data.

Here, we rely on a non-optimal algorithm that works sufficiently fast on the given data set rather than recently developed sophisticated approaches [ 33].