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The woman, Maureen Ryan, 64, spent much of January and February of 2006 in her Yorktown house, taking large doses of antibiotics that gave her a bad rash, after a test error that led the county's Health Department to conclude she had TB.
Using a modest sized ANN, the proposed combination of input data transformations enables the achievement of a test error as low as 0.43%, which is up to standard compared to other more complex neural architectures like Convolutional or Deep Neural Networks.
As the test mandrel is a cylinder, a shift in one direction will cause a test error in the other direction.
A major problem with selection and assessment of models is that we usually only have information from the training samples, and it is therefore not feasible to calculate a test error.
In particular, a test error of 0.1 was obtained when the last three time points were used for testing (lower than when using full dataset - 0.22).
This stopping criterion gave a termination point that is within 0.1% of the empirically observed minimum error, with cessation of learning after 1,642 samples, with a test error of 0.1323, as against the observed minimum test error of 0.1319 at 1,565 samples learnt.
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This model shows a good accuracy, with a testing error of less than 1%.
Shell said it would also investigate whether the problem involved the dome's design or was simply a testing error.
Their best model had a 6% test error, with >92% sensitivity, and >95% specificity.
The minimum set of SNPs to still achieve accurate predictions was 5, with a total test error rate of 1.59.
However, compared to the results for the BH2 haplotype, a higher test error rate was estimated for SDM.
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CEO of Professional Science Editing for Scientists @ prosciediting.com