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To enable a degree of model validation, modelled results for both the 1960 Chile event and the 2011 Tohoku event were compared to observed residual data collected at the Fort Denison Tide Gauge (Fig. 8, Table 2).
4. Orientation selectivity degree of model cells.
Results indicated a high degree of model fidelity over a wide range of planar strains.
Although some offsets were observed with a degree of model mismatch, the experimental results agreed well with predictions.
Overall, we observed a high degree of model accuracy in held-out data (mean squared error per trial = 5.37, mean r2 = 0.86; one-sample t test on r values: t 55) = 66.1, p < 0.001).
Overall, we observed a high degree of model accuracy (mean squared error per trial = 5.37, mean r2 = 0.86; one-sample t test on r values: t 55) = 66.1, p < 0.001).
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It is desirable to cut down this time consuming process by a higher degree of modeling.
The data for the map comes from three principal sources - from airborne radar that is able to penetrate the ice sheet to see the shape of the bed below; from ships surveying offshore, using sonar to map sea-bottom depths; and then there is a degree of modelling in some of the hard-to-reach places in fjords, explains BAS map-maker Dr Peter Fretwell.
We will observe that the differences between the two MH-classes were reflected in the polynomial degree of models selected for the α-helices.
All of the cases are tested with varying degrees of model uncertainty to ensure that robust estimation is achieved.
Varying degrees of model complexity have been introduced, and are assessed through agreement with experiment for properties such as pKas, the pH-dependence of folding energy, and mutational effects.
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