Sentence examples for beyond predictive from inspiring English sources

Beyond predictive model construction and validation, this paper presents an extension based on prediction errors' analysis to statistically define the blends with the highest predictability among all the possible ones that can be made by mixing cultivars at different proportions.

We propose to foster a new systems machine learning research community at the intersection of the traditional systems and ML communities, focused on topics such as hardware systems for ML, software systems for ML, and ML optimized for metrics beyond predictive accuracy.

While practical in nature, the book also provides a philosophical perspective on data analysis in medicine that goes beyond predictive modeling.

There are likely multiple uses of self-reported health data beyond predictive modeling, which can help payers better understand the population they are covering.

However, the utility of self-reported data reaches beyond predictive power alone, and can help provide information that will facilitate intervention development and adoption at the individual patient level.

This system yields a positive coefficient of correlation between the propensity to target by an activist and the propensity to support the activist by investors, consistent with the notion that activists tend to target firms with unobservable characteristics that predict strong shareholder support, beyond the predictive power of observable attributes.

High cardiovascular responsivity to stressors has not consistently improved prediction of later blood pressure increases beyond the predictive effects of baseline pressure.

However, data now suggest that the prediction accuracy of T1D can be improved well beyond the predictive information provided by glycemia status.

Beyond its predictive power, this approach also achieves speed, scalability, and evolvability.

Beyond its predictive capability, the proposed approach grasps some fundamental aspects of the bacterium physiology by including a refined model.

The massive amounts of large-sized woody fuels in future decades may contribute to dangerous fires beyond the predictive capacity of current fire models.