Round 235

Round UUID: ba83fde2-0102-46ce-997b-de064111e9d7

Prompt:

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

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

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

• Inferences: 891
• Created: 2025-07-19 14:11:13.543733+00:00
• First inference: 2025-07-19 14:11:24.229097+00:00
• Last inference: 2025-07-19 16:42:28.800630+00:00
• Completed: yes
• Train accuracy: 0.601123595505618 (KT 0.221)
• Validation accuracy: 0.7843137254901961 (KT 0.106)
• Test accuracy: 0.6666666666666666 (KT 0.176)