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Even after residency is done, it takes some time to become comfortable making treatment recommendations to your own patients, because you don't have a good predictive model for what's going to happen.
A good predictive model for postoperative nausea and vomiting (PONV) helps us do risk classification and management.
Either DT or ANN may be a good predictive model for some other problems, but are less likely to be the one than other three models in the current study.
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Whereas ΔG° can be predicted in good agreement with experimental values, none of the methods led to comparably good predictive models for ΔH°.
All SVMs yielded good, predictive models for identifying dysbiotic samples from microbiome feature data (Fig. 6).
Arguably, a good predictive model should account for most of the genetic variability, as well as reflect the underlying genetic architecture properly.
However, a good predictive model is vital in the quest for solution to production risk or intervention strategy for handling waxy crude.
In particular, at the beginning of drug discovery programs, activities are not available for a sufficient number of molecules to enable the generation of a good predictive model.
The AUC value for the current potential distribution of P. arguta was 0.981, indicating a good predictive model performance.
These limitations increase the difficulty in training a good predictive model.
This suggests that using high IC50, Ki and Kd values, which correspond to low activity, to select the dataset still allows for good predictive models and hence that it is possible to predict weak binding.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com