Sentence examples for useful for variable selection from inspiring English sources

Unlike RR, some coefficients may shrink to zero, making LASSO especially useful for variable selection problems.

Like LASSO, it is particularly useful for variable selection in high-dimensional settings, producing sparse models that preserve predictive power and encourage grouping of correlated predictors.

Regularization techniques are particularly useful for variable selection in high-dimensional setting where the number of variables is much greater than the sample size and have gained increasing popularity.

This study provided a novel examination of GA as a useful tool for variable selection in the context of questionnaire data.

Is the statistical method used for variable selection described?

The Wald statistic was used for variable selection.

A backward conditional selection method was used for variable selection by the model.

Backward selection with a cut-off P-value of 0.10 was used for variable selection.

Statistical factors were used for variable selections.

We used a genetic algorithm for variable selection.

We used stepwise regression [15] for variable selection.