Sentence examples for for its interpretability from inspiring English sources

We initially utilized broad search criteria described below, and subsequently reviewed each article for its interpretability and applicability to our discrete event simulation model.

In this study, we introduce linear SVM with L1-regularization for its high interpretability.

In this study, we introduce logistic regression and linear SVM with L1-regularization for its high interpretability.

Glycemic parameters were calculated from point-of-care glucose values, using mean glucose as the main outcome for its easy interpretability and similarity to other metrics (15).

Another regularization is L1-regularization which keeps most elements in the weight vector to be zeros, so the L1-regularization is popularly used for its high interpretability owing to the induced sparsity.

To estimate the weight vector w, we apply linear support vector machine (SVM) with L1-regularization for its high interpretability and high prediction accuracies comparable to SVM with L2-regularization.

As the C-statistic is often criticised for its limited clinical interpretability (Vickers, 2011), we have further provided oncologists with the practical approach of using NRI to gauge the extent to which the new prognostic classification correctly reclassifies patients' levels of risk.

We used β-diversity for its intuitive derivation and interpretability but most importantly for its ability to make simultaneous comparison of multiple groups by inheriting the power of ANOVA [ 15].

Gene-set redundancy constitutes a major barrier for the interpretability of enrichment results, limiting the full exploitation of its analytic power.

The subsequent results were used to provide recommendations for interpretability thresholds for minimal clinically important differences (MCIDs)/clinically important differences (CIDs).

How to select feature types and measure their effectiveness for a specific class are essential for interpretability analysis.