Round 236

Round UUID: 4047ca90-ff4f-48f3-a198-2e86da433e85

Prompt:

Predict either 'Failure' or 'Success' based on these explicit rules:

1. If TcQ_mass = 0, always predict 'Failure'.
2. If Treatment_Months < 24, always predict 'Failure'.
3. If Histogen_Complex is 'Delta' AND Genetic_Class_A_Matches <= 2 AND Genetic_Class_B_Matches <= 2 AND TcQ_mass >= 7000 AND Treatment_Months >= 60, predict 'Failure'.
4. If Genetic_Class_A_Matches >= 4 OR Genetic_Class_B_Matches >= 4, AND Treatment_Months >= 24, predict 'Success'.
5. If TcQ_mass > 90000 AND (Genetic_Class_A_Matches >= 2 OR Genetic_Class_B_Matches >= 2), predict 'Success'.
6. If TcQ_mass > 90000 AND Genetic_Class_A_Matches <= 1 AND Genetic_Class_B_Matches <= 1, predict 'Failure'.
7. If Histogen_Complex is 'Beta' or 'Omicron' AND Genetic_Class_A_Matches >= 2 AND Genetic_Class_B_Matches >= 2 AND TcQ_mass >= 25000 AND Treatment_Months >= 24, predict 'Success'.
8. If Histogen_Complex is 'Beta' or 'Omicron' AND Genetic_Class_A_Matches <=1 AND Genetic_Class_B_Matches <= 1 AND TcQ_mass < 80000, predict 'Failure'.
9. If Histogen_Complex is 'Omicron' AND Genetic_Class_A_Matches >=1 AND Genetic_Class_B_Matches >=1 AND TcQ_mass >=13000 AND Treatment_Months >=24, predict 'Success'.
10. In all other cases, predict 'Failure'.

Apply these rules strictly in numeric order, using the first that applies.

• Inferences: 891
• Created: 2025-07-19 16:42:29.281497+00:00
• First inference: 2025-07-19 16:42:48.579744+00:00
• Last inference: 2025-07-19 17:01:26.051452+00:00
• Completed: yes
• Train accuracy: 0.6235955056179775 (KT 0.205)
• Validation accuracy: 0.7254901960784313 (KT 0.140)
• Test accuracy: 0.6470588235294118 (KT 0.189)