Sentence examples for for interpretability purposes from inspiring English sources

LASSO regression includes an L1 constraint that selects a small subset of features in X to explain the y variable and is preferred for interpretability purposes.

The normalization constant K is simply the sum of the weights, which ensures that the statistic does not scale with different window sizes (N): (2) For comparison and interpretability purposes the output was multiplied by 1000 to get a value per kilo base.

Furthermore, for none of the questionnaires definite information was available for criterion validity, floor and ceiling effects and interpretability.

The first item was reversely recoded for interpretability.

These items were both reversely recoded for interpretability.

Items with reverse direction from the others were reversely recoded for interpretability.

JohnPE: Innovation seems contrary to standards, yet standards are needed for interpretability.

For interpretability, I present the hazard ratios by exponentiating the parameter estimates.

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

For interpretability of results, the positive control well had to show cordlike structures while the sterility well showed no cords.

Age and BMI were centred for interpretability.