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The average of the pneumolysin activity in the validation condition was 1394 ± 73 HU/mL, which is statistically the same as the highest values obtained in the fractional design experiments.
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The relationship should be picked carefully to satisfy the validation conditions of each equation.
The results show that the mechanism yields good agreement under all validation conditions.
Validation conditions (R2 > 0.8 and AED < 10%%) for the selected second order models obtained from regression analysis were met for all the biodiesels (Table 2).
In general the validation conditions should simulate the efficacy test conditions as closely as possible.
Software-generated ANN simulation runs were obtained as a result of examining the response surface, with five validation conditions that resulted in maximum predicted response values chosen for experimental verification.
Predictive ability was only slightly lower under 10-fold cross-validation conditions (area under the ROC curve 0·78).
Predictive ability was slightly lower under 10-fold cross-validation conditions (area under the ROC curve 0·72).
Response surface methodology (RSM), which includes experimental design, model fitting, validation and condition optimization, has eliminated the drawbacks of single-factor experimental design and been proved to be powerful and useful for the optimization of ATPS [14], [15].
Given the cost-driven query evaluation plan, which is a sequence of subqueries to evaluate, the join condition validation falls into two categories: (1) validate two vertices that do not reside on the same machine; (2) validate two vertices that are co-located on the same machine.
On each stage in the cascade of classifiers, a randomly selected face images are used for training and randomly selected face images are used for validation, under the condition that the training and validation set have no image in common.
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CEO of Professional Science Editing for Scientists @ prosciediting.com