Sentence examples for validation points are from inspiring English sources

Optimal Latin Hypercubes for surrogate model building and model validation points are constructed using a permutation genetic algorithm and design points are evaluated using CFD.

3. Validation points are important.

Forty five field validation points were collected independently to evaluate the two soil maps.

Seventeen of the 20 native-range validation points were predicted by all models, and all points were predicted by ≥2 models (%O = 6.5, AUC = 0.87).

Because black carp are not known to be established in North America, and the few records of this species [51], [61] are recent escapees, no independent validation points were available for black carp in North America.

Ten of the 30 North American tench validation points were predicted by all 10 models; 16 were predicted by 1 9 models; and five remained unpredicted (%O = 54.7, AUC = 0.62).

For example, if 17 of 20 validation points were correctly predicted by all 10 of the best models, 2 by 8 and 1 by 6, then %O = 1−((17+1.6+.6)/20) = 4%.

Compared to the four-term model presented in the previous paper, the improved model fit the data better, had excellent cross-validation performance, and the predicted Zave of a validation point was within model uncertainty of the measured value.

Training pixels were associated with a known diagnosis, according to the pathologist's demarcation of lesions; the diagnosis of each validation point was also identified by the pathologist, but remained blind to the classifier to evaluate its performance.

Validation sample points were not used for the training of the classifier.

All 20 validation occurrence points were predicted present by all of the best models (%O = 0, AUC = 0.86).