Round 304

Round UUID: 4a399f79-b1b9-4b7d-b2bd-e98d5d6e8c38

Prompt:

Use the following explicit, ordered rules to predict the outcome (Success or Failure). The first matching rule determines the outcome. Strictly follow thresholds and conditions. Only predict an outcome if a rule exactly matches.

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

• Inferences: 891
• Created: 2025-07-20 08:53:23.548739+00:00
• First inference: 2025-07-20 08:53:33.548660+00:00
• Last inference: 2025-07-20 09:13:42.245749+00:00
• Completed: yes
• Train accuracy: 0.5702247191011236 (KT 0.244)
• Validation accuracy: 0.6666666666666666 (KT 0.176)
• Test accuracy: 0.5490196078431373 (KT 0.260)