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Variable selection could improve the result of prediction in regression models.
The stopping distance is reduced by more than 3% as a result of prediction for all surfaces.
Figure 3 shows the result of prediction at 50% precision (left) and 80% precision (right).
Discrepancies in protein sequences that are transcribed from similar genomic locations, whether the result of prediction differences or splicing variability, likely account for most of the disparities among the protein datasets.
Figure 6 presents the result of prediction hidden microRNA-disease associations.
The result of prediction is presented as the list of activities with appropriate Pa and Pi ratio.
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"A lot of investors believe the market's downturn was a result of predictions of a market downturn," said Jill Munden, a spokeswoman for Silicon Investor, referring to many in the chat rooms.
The result of predictions on the 15% full-out cross-validation test also evidenced the robustness and predictive power of the obtained models.
Results of prediction indicated a good fitting between actual and predicted data with a high correlation coefficient (R2) of 0.99889 with negligible mean square error.
Table 2 shows the results of prediction in binding sites in sensitivity and positive predictive values on the datasets [ 12, 14] using the proposed approach and mentioned methods.
Finally, we integrated results of prediction of both the Unknown-4700 dandset and Localize-1342 dataset, and acquired the predicting results of the entire yeast genome (6042 proteins), which is shown in Figure 4B.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com