Sentence examples for maximize the predictive from inspiring English sources

Modeling techniques are then aggregated to maximize the predictive power of the wellness score.

This is why we wanted to optimize and maximize the predictive value of the initial evaluation to establish a thinner selection of cirrhotic candidates for admission in ICU.

It is worth noting that the role of the propensity score model specification is not to maximize the predictive capability of the model but to balance the distribution of relevant pre-treatment covariates between treated and untreated individuals.

The reason is that the selection aims to maximize the predictive power of the covariates, which is captured by the reduced forms rather than by the equation of interest (9).

The ROCmax method may be preferable when injuries have been recorded using ICD-10-CM, subjects are similar to those in NTDB, and the user wishes to maximize the predictive power of ISS.

Leave one-out cross-validation generally leads to an overestimation of predictive capacity, and even with external validation, no one can be sure whether the selection of training and test sets was manipulated to maximize the predictive capacity of the model being published.

Specifically, we use the penalty strength that maximizes the predictive correlation in within-cohort prediction in Croatia.

The search process is based on a four-objective optimization problem that minimizes the number of selected predictors, maximizes the predictive accuracy of a data-driven model and optimizes two information theoretic metrics of relevance and redundancy, which guarantee that the selected subsets are highly informative and with little intra-subset similarity.

The optimal parameter values are chosen by using the RF estimate in the LN model to simulate responses to the training stimulus (with f also estimated from the training data as in [20]) and maximizing the predictive power measured as the correlation coefficient between the simulated and actual responses.

This procedure maximizes the predictive power of the global somatic indicator for mental health.

The number of markers that maximizes the predictive ability is then defined and used in a second RR BLUP model.