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A. Saltelli

1 paper hereh-index 4124 citations15 works total

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most citedEnhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis

1 citations · 1 across the 1 of their papers we have counts for

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stat.ML2024★ 1 cited

Enhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis

Giulia Vannucci, Roberta Siciliano, Andrea Saltelli

The present work provides an application of Global Sensitivity Analysis to supervised machine learning methods such as Random Forests. These methods act as black boxes, selecting f…

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