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Many OEMs won't touch software that is still in Beta, so Google had an incentive to conduct a thorough but finite testing Beta program.
Testing set size variance refers to variability in error estimates due to finite testing dataset size.
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In order to use finite test suites, most testing methodologies add some feasible hypotheses about the behavior of the IUT.
Although one may assume that an individual has a true value on the latent trait, any finite test and any amount of additional information on the individual's background cannot provide certainty about that true value: Even a test that has 100 items will not produce an error-free measure of proficiency.
We point out that this variability captures both the effect of finite training-set size and the effect of finite testing-set size.
The DeLong et al. method uses the test dataset to estimate the AUC performance and its uncertainty due to the finite test set.
In estimating the variability of the AUC difference for hypothesis testing, the approach accounts for the variance of each AUC due to the finite test sample and the covariance due to the use of a common test set.
We used the Taguchi method to determine optimum design parameters, and our results confirmed the suitability of the proposed design, which enabled a prick hole die to achieve perfect extrusion during finite element testing.
Finite element tests are used for test validation.
It is observed that finite element test simulations conducted with defacto standard practices commonly predict lower capacities than indicated by experimental tests.
This volume is found by employing a formulation based on finite size test-windows.
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