However, as is true for classical predictors, the utility of genetic risk prediction is dependent not just on predictive accuracy, but also on cost and the ability of clinicians and patients to effectively use this information.
The inherent value of any disease predictor, however, is a function not just of predictive power, but also the cost and invasiveness of the prediction procedure, and the cost and effectiveness of the interventions available.
This score would not just be predictive of better than poor performance on boards, but would (at least in theory) essentially eliminate the risk of board exam failure.
You can't look at credentials, they're just not predictive.
While these universal laws are still empirical, they give us a simple yet elegant framework to examine the evolution of the power industry and markets in predictive, not just descriptive, terms.
The second of these has been a focus on predictive technology, not just answering questions dictated into the app, or carrying out small tasks, but also providing a voice-based interface that talks to the user in the same way that a human personal assistant might do: it learns what kinds of things you might want to know about, and then it proceeds to tell you about these, before you ask.
This scoring rule uses all the information contained in the predictive distribution, not just a small portion like the hit rate or the log-likelihood score.
This scoring rule uses all the information contained in the predictive distribution, not just a small part such as the hit rate or the log-likelihood score.
Second, it is important to use a wide range of complementary methods to assess predictive model performance, not just ROC curve analysis.
We also explored model-building using data from each individual session in separate models, to evaluate whether seasonal effects could result in not just different coefficients, but also different predictive covariates.
