NeuralTools: How to Eliminate Variables Based on Impact Analysis

Use Variable Impact Analysis to drop low-impact variables. Keep or remove them based on performance on the testing data.

Jan 22, 2026
Knowledge

Title

Answer

Applies to: NeuralTools, all releases

How can I eliminate low-ranking variables from a NeuralTools model?

Answer:

Use the Variable Impact Analysis tool to identify low-impact variables. Decide whether to remove them based on the effect on testing data performance. If results degrade, keep them; if not, eliminating them may simplify the model.

Interpreting the Percentages in Variable Impact Analysis

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Neural-Tools-How-to-Eliminate-Variables-Based-on-Impact-Analysis