Round UUID: 3d1447ca-660f-4dc6-8821-246862be3217
Prompt:
Use the following refined classification rules to decide whether a row is labeled "Success" or "Failure." The aim is to reduce false positives and false negatives by applying these conditions precisely: 1) If Histogen_Complex is Beta: a) If TcQ_mass ≥ 100000: • Label "Success" if Genetic_Class_B_Matches ≥ 2. • Otherwise, label "Failure." b) Else: • Label "Success" if (TcQ_mass ≥ 25000) OR (Genetic_Class_B_Matches ≥ 2). • Otherwise, label "Failure." 2) If Histogen_Complex is Delta: • Label "Success" if ANY of the following conditions hold: – (Genetic_Class_B_Matches ≥ 2 AND TcQ_mass < 15000) – (Sex is male AND Treatment_Months ≥ 50 AND TcQ_mass < 10000) – (Sex is female AND Treatment_Months ≥ 60 AND Genetic_Class_A_Matches ≥ 2 AND TcQ_mass < 8000) • Otherwise, label "Failure." 3) If Histogen_Complex is Omicron: • Label "Success" if ANY of the following conditions hold: – TcQ_mass ≥ 12000 – Genetic_Class_B_Matches ≥ 2 • Otherwise, label "Failure." 4) For all other Histogen_Complex values: • Label "Failure." Apply these rules exactly as stated to each row. Output only the final label ("Success" or "Failure").