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Even for the composite uncertainty profile, however, the discrepancies for negative predictions are rather large.
The advantage of a random forest is that no feature selection is required to achieve high classification accuracy and that predictions are rather robust to changes in model parameters.
However, these predictions are rather coarse.
Further investigation beyond the scope of the paper suggests that failure of the proportional hazards assumption might be one reason why the short-term predictions are rather 'off'off
It is also remarkable that our predictions are rather specific, which is reflected in a mean GO-depth of 8 for humans and 7 for mice.
The predictive success of "pocketbook voting" for aggregate outcomes in PMV is striking because its predictions are rather imprecise if not plainly wrong for individual votes (see Appendix A for distributions of individual votes).
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So making long-term predictions is rather a black art.
History has shown his predictions were rather conservative.
Considering relative simplicity of the model, the accuracy of the PAFRAG code predictions is rather remarkable.
The proportion of false predictions was rather high for all three instrument.
Although computational predictions can produce large quantities of information for sequenced organisms, the false positive/negative rate of such predictions is rather high (28).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com