Round 291

Round UUID: 6efa6ca1-3807-44fa-bae2-34195df1ffed

Prompt:

Predict whether the outcome will be Success or Failure based on the following rules:

1. If TcQ_mass >= 50000 AND Genetic_Class_A_Matches <= 2, predict Success
2. If Cohort is "Delhi" AND Treatment_Months >= 70 AND TcQ_mass >= 10000, predict Success
3. If Cohort is "Lisbon" AND TcQ_mass >= 20000 AND Treatment_Months >= 85, predict Success
4. If Cohort is "Lisbon" AND TcQ_mass < 20000, predict Failure
5. If Treatment_Months >= 100 AND TcQ_mass >= 15000 AND Genetic_Class_A_Matches <= 2, predict Success
6. If Histogen_Complex is "Beta" AND Treatment_Months >= 150 AND Genetic_Class_A_Matches >= 2, predict Failure
7. If Histogen_Complex is "Beta" AND Treatment_Months >= 80 AND Treatment_Months < 150, predict Success
8. If Histogen_Complex is "Omicron" AND TcQ_mass >= 25000 AND Genetic_Class_A_Matches >= 2, predict Failure
9. If Histogen_Complex is "Omicron" AND TcQ_mass >= 25000 AND Genetic_Class_A_Matches < 2, predict Success
10. If TcQ_mass < 8000 AND Treatment_Months < 85, predict Failure
11. If Treatment_Months < 60 AND TcQ_mass >= 20000 AND Genetic_Class_A_Matches <= 2, predict Success
12. If Treatment_Months < 70 AND Cohort is "Melbourne" AND TcQ_mass < 25000, predict Failure
13. If Genetic_Class_A_Matches >= 4, predict Failure
14. For all other cases: if Treatment_Months >= 95 AND TcQ_mass >= 12000, predict Success; otherwise predict Failure

• Inferences: 891
• Created: 2025-07-20 06:58:07.151125+00:00
• First inference: 2025-07-20 06:58:32.527627+00:00
• Last inference: 2025-07-20 07:01:18.984444+00:00
• Completed: yes
• Train accuracy: 0.6685393258426966 (KT 0.175)
• Validation accuracy: 0.7254901960784313 (KT 0.140)
• Test accuracy: 0.6078431372549019 (KT 0.216)