Sentence examples for enhancing interpretability from inspiring English sources

Thus, feature selection techniques preserve the original semantics of the variables, enhancing interpretability by a domain expert [ 15].

When analyzing a complex signal, we frequently decompose it into several components having simple forms and then analyze the information contained in each component to reduce the complexity and to enhance interpretability.

The model coefficients were then back-scaled in order to enhance interpretability of the model: in the coefficient plot, the intensity corresponds to the mean-centred model (variance) the colour-scale derives from the unit variance-scaled model (correlation).

We used the oblique quartimin rotation to enhance interpretability of the results.

To enhance interpretability, orthogonal rotations were performed using the varimax procedure.

Enforcing continuous gene distribution can reduce the size and enhance interpretability of the resulted clusters.

Factors were rotated with varimax rotation to maintain uncorrelated factors and enhance interpretability.

To limit multicollinearity, increase normality, and enhance interpretability, the SCL-8 scores were centered, log-transformed, and standardized.

Despite their limited use, the alternative approaches to summarizing results to enhance interpretability can be very useful.

This property is not addressed in the Hankins' paper, and there is no explanation for how the use of Ferguson's Delta would enhance interpretability.

Identification of source contributions within specific geographic regions may enhance interpretability of single pollutant associations with health outcomes (Laden et al. 2000; Samet et al. 2000).