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Competition predictions of rice and weed growth were much more dependent on canopy details than monoculture predictions, as expected.
Novel missense substitutions overall yield less confident predictions, as expected.
Accuracy was also higher in sampling predictions; however, precision was slightly better in the FBA predictions as expected due to the smaller number of predicted changes.
In the preliminary experiments, we notice a considerable improvement on the RTT predictions as expected and as seen previously in the simulated results.
If we generate a simulated dataset with larger noise, i.e., losing sensitivity to the response variable (80%% noise simulations in Fig. 7), both RF and RFBC have less accurate predictions as expected, and importantly, the proposed RFBC method cannot restore the unbiased predictions at both ends.
The extended predictions, as expected, exhibited somewhat reduced specificities 0.7313 and 0.8627, and increased sensitivities 0.3852 and 0.2253 for E2F1 and TP53, respectively.
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Nevertheless, the PCA predictions were as expected, as the predicted signal was predominantly adenosine with negligible amounts of ATP and hydrogen peroxide.
The final results are found to be in complete agreement with the predictions of ray theory, as expected.
Figure 5 (four left panels) shows that, for h = 0, pedigree inbreeding increases faster than the neutral prediction, as expected due to natural selection.
Note that the prediction lags one sample behind its input as expected.
We observe that the sampled al-Qaeda data set increases the time required to process the prediction significantly (as expected).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com