Round 303

Round UUID: 7f8f963e-8499-4277-9b1b-deafb1349e50

Prompt:

Use the following explicit rules to predict the outcome (Success or Failure). Apply the rules in order; the first matching rule determines the prediction:

1. If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches ≤ 3 AND TcQ_mass ≥ 100000, predict Failure.
2. If TcQ_mass ≥ 200000, predict Success.
3. If Genetic_Class_A_Matches + Genetic_Class_B_Matches ≥ 5 AND TcQ_mass ≥ 20000, predict Success.
4. If Genetic_Class_A_Matches + Genetic_Class_B_Matches ≥ 4 AND TcQ_mass ≥ 50000, predict Success.
5. If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches ≥ 3 AND TcQ_mass < 40000 AND Treatment_Months > 100, predict Failure.
6. If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1 AND TcQ_mass < 25000 AND Treatment_Months > 75, predict Failure.
7. If Histogen_Complex = Delta AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches ≤ 2 AND TcQ_mass < 25000, predict Failure.
8. Otherwise, predict Failure.

Strictly follow the thresholds and rule order. Only predict an outcome if a rule exactly matches.

• Inferences: 891
• Created: 2025-07-20 08:34:34.918906+00:00
• First inference: 2025-07-20 08:34:44.341585+00:00
• Last inference: 2025-07-20 08:53:23.059080+00:00
• Completed: yes
• Train accuracy: 0.5617977528089888 (KT 0.250)
• Validation accuracy: 0.6666666666666666 (KT 0.176)
• Test accuracy: 0.5490196078431373 (KT 0.260)