ResearchBenchmarksBinary Classification on Holdout Set 30% Growth Target 1.0 (test)Binary Classification on Holdout Set 30% Growth Target 1.0 (test)Follow87.7AUCLightGBM86.55686.85387.1587.447Nov 10, 2025Evaluation resultsMethodMethodLinksAUCPrecisionLightGBMRecommended=SelectedRecommended=Selected2025.1187.778.1XGBoost2025.1187.278.2CatBoostRecommended=AlternativeRecommended=Alternative2025.1186.678.3