Sentence examples for predictor importance from inspiring English sources

Figure 3 Predictor importance measured by proportional reductions in forecasting accuracy for violent crimes committed within 2 years of release on parole.

At the local scale an ensemble model was calibrated using the biomod2 R package (c), and predictor importance scores were obtained (d).

The RF-based digital SOC mapping approach provided SOC estimates of high spatial resolution and estimates of error and predictor importance.

This is commonly referred as predictor importance (Lombardo et al. 2015) and its computation establishes how much a given predictor affects the final probability value at a given cell.

The importance of each set at the regional scale is reflected by the w i of the model calibrated with a given set of predictors, while the local scale predictor importance is an output of biomod2.

Open image in new window Fig. 8 Predictor importance plot showing the percentage of the contribution to the final probability for the selected covariates Open image in new window Fig. 9 Response curves plot shows the average relation between probability and the domain of each covariate.

This study aimed to examine patient and clinical characteristics predicting 30-day unplanned readmissions for an initial COPD hospitalization and to determine those predictors' importance.

Our finding that degree was also a good predictor of importance in the system reiterates previous findings in other undirected biological networks [ 23], though the primary contribution to importance we found to be betweenness, similar to findings in regulatory networks.

Another predictor of importance is receiving non-monetary incentives by either providers' employers or the community for whom they work.

By combining an ensemble of many diverse decision trees, RF guards against overfitting and also provides several measures of predictor variable importance.

There are of course predictors of importance for HRQL in food hypersensitivity missing in our regression models.