ResearchBenchmarksReliability Prediction on NGOpt14 1 0.15Reliability Prediction on NGOpt14 1 0.15Follow98.2Precision (Class 1)CatBoost93.2995.74598.2100.655May 27, 2026Evaluation resultsMethodMethodLinksPrecision (Class 1)Recall (Class 1)F1 Score (Class 1)Precision (Class 0)Recall (Class 0)F1 Score (Class 0)CatBoost2026.0598.290.29462.590.974.1