ResearchBenchmarksBinary Classification on Holdout Set 50% Growth Target 1.0 (test)Binary Classification on Holdout Set 50% Growth Target 1.0 (test)Follow89.8AUCLightGBM89.07289.26189.4589.639Nov 10, 2025Evaluation resultsMethodMethodLinksAUCPrecisionLightGBMRecommended=SelectedRecommended=Selected2025.1189.880.2XGBoost2025.1189.479.6CatBoostRecommended=ConsiderRecommended=Consider2025.1189.179.3