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This difference indicates that the combination based on differential probability gain is currently better than a linear combination at increasing the predicted event rates in the limit of high rate values.
Prior to and during the 2005 season, Gray issued four forecasts, each time increasing the predicted level of activity.
The NOAA issued two forecasts, one shortly before the season and one two months into the season, drastically increasing the predicted level of activity in the second release.
Both models agreed well with the ideal line when the predicted probability of significant RAS was low, but the disagreement of the bootstrap model increased with increasing the predicted probability of significant RAS.
We also considered an alternative reinforcement learning model, which allowed for separate learning rates α + on positive updates (increasing the predicted value) and α − on negative updates (decreasing the predicted value).
Note that our numerical results suggest that nanopore formation leads to lobe rearrangement increasing the predicted SHG signal within the collection cone corresponding to NA = 0.5 (gray area in Fig. 2(a)).
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As NGAM increased, the predicted µ decreased rapidly, while the qo2 increased accordingly as shown in Fig. 3f.
Therefore, the use of more refined models may potentially increase the predicted shear resistance and avoid unnecessary strengthening of existing structures.
Alternative methods of calculating drag coefficient in turbulent flow are found to increase the predicted holdup but give an incorrect pattern of gas distribution.
The 1144 and 1270 cm-1 peaks compare favorably with the calculated peaks at 1184 and 1275 cm-1 (neglecting anharmonicity in the calculations tends to increase the predicted frequencies).
Reducing the corner radius should increase the predicted stretch and compression in the material near the opening edge, however it should not substantially alter the stretches far from the opening edge or change the qualitative pattern of deformation.
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