Round 289

Round UUID: 1a0279a3-3e2c-4804-87ba-02a1ffb7ada5

Prompt:

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

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

• Inferences: 891
• Created: 2025-07-20 06:13:31.274787+00:00
• First inference: 2025-07-20 06:13:51.185021+00:00
• Last inference: 2025-07-20 06:39:06.466803+00:00
• Completed: yes
• Train accuracy: 0.6348314606741573 (KT 0.197)
• Validation accuracy: 0.7058823529411765 (KT 0.151)
• Test accuracy: 0.5882352941176471 (KT 0.231)