Sentence examples for measure of predictor from inspiring English sources

The value is the number of bins, which provides a direct measure of predictor complexity.

RF may use the OOB to provide an importance measure of predictor variables (SNP or environmental effects).

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

Accuracy, specificity and sensitivity values were then generated for each predictor, as a measure of the predictor's ability to correctly group the samples into their respective class in the validation sets.

Furthermore, the field would benefit from hypothesis-driven outcomes research based on a priori specification of the spiritual dimensions under investigation and their longitudinal relationship with key palliative outcomes, the use of validated measures of predictors and outcomes, and rigorous assessment of potential confounding variables.

Without longitudinal measures of predictors and outcomes, researchers cannot determine whether this interaction predicts the development of anxiety over time.

However, we reduced the potential for common-method variance by employing measures based on existing scales, proximally separating measures of predictors and the criterion variables and protecting the respondents' anonymity.

The area under this curve (AUC) is an overall measure of the predictor's performance.

In addition, as recently demonstrated, the cNRI is a direct measure of the predictor's effect size, allowing a direct interpretation of its estimate.

We first calculated the area under the ROC curve, which is a common measure of a predictor variable's ability to discriminate between two classes of events.

This checklist is provided to help when comparing and measuring performance of predictors and when selecting a suitable one.