You can apply Feature Selectionoptions to eliminate the least significant factors. This option is not used for this specific use case.
Features are removed if they meet any of the following criteria:
- They are constants.
- Their correlation with other features is 1.00.
- They cause a metric loss of ≥ 0.875% based on feature importance.