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All P-values were derived by running 1000 times the complete cross-validation with CTB and French labels assigned randomly to samples and counting how many runs produced classification error below the error obtained on the actual data.
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No matter what distribution or length of the filter, the error obtained remains below roughly 1%% as long as the step-size does not reach the stability bound.
In Fig. 3 below, we report the log-plot of the error between (xmapsto |cos x|^{1/4}) and its Fourier projection of degree (31), compared to the error obtained by using our summability operator with a smooth filter (h).
Accurate mass measurements were obtained (Table 1) and the errors obtained for most compounds were well below the established accuracy threshold of 5 ppm for unambiguous identification of the 12 PHs and their corresponding deuterated forms.
From Figure 1 we can see that the estimation error which is obtained by our filter is below the estimation error obtained by the filter in [30].
The classification error obtained by the decision tree classifier is also below the baseline error for several other diseases, although by a substantially smaller margin.
For the labor burst, no complementary ridge was necessary since the reconstruction error obtained with only FWL and FWH was below the 20% threshold, as explained before.
Multiply the standard error obtained above by 1.96.
The RMS wavefront error obtained from wavefront data simultaneously collected with the fundus images shown below was from 0.06 to 0.10 µm, indicating that diffraction-limited imaging was not achieved (λ = 532 nm).
The average classification error obtained was 2.1percentnt.
Measurements of pure water from 25.0 to 60.0 °C resulted in typical semi-circular Nyquist plots shown in Fig. 2. Table 1 below shows the real resistance values and error obtained measuring pure water from 25.0 to 60.0 °C.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com