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").