Round 239

Round UUID: 6f842548-5456-4b00-931d-919fd62e2409

Prompt:

Predict either 'Failure' or 'Success' using these explicit rules. Apply the rules in this numeric order and use the first that matches:

1. If TcQ_mass = 0, predict 'Failure'.
2. If Treatment_Months < 24, predict 'Failure'.
3. If Genetic_Class_A_Matches <= 1 AND Genetic_Class_B_Matches <= 1 AND TcQ_mass < 80000, predict 'Failure'.
4. If Histogen_Complex is 'Delta' AND Genetic_Class_A_Matches <= 2 AND Genetic_Class_B_Matches <= 2 AND TcQ_mass >= 7000 AND TcQ_mass < 30000 AND Treatment_Months < 100, predict 'Failure'.
5. If Histogen_Complex is 'Delta' AND Genetic_Class_A_Matches <= 2 AND Genetic_Class_B_Matches <= 2 AND TcQ_mass >= 7000 AND TcQ_mass <= 13000 AND Treatment_Months >= 85, predict 'Success'.
6. If (Genetic_Class_A_Matches >= 4 OR Genetic_Class_B_Matches >= 4) AND Histogen_Complex = 'Delta' AND TcQ_mass >= 35000 AND Treatment_Months >= 90, predict 'Success'.
7. If (Genetic_Class_A_Matches >= 4 OR Genetic_Class_B_Matches >= 4) AND Treatment_Months >= 60, predict 'Success'.
8. If TcQ_mass > 90000 AND (Genetic_Class_A_Matches >= 3 OR Treatment_Months >= 125), predict 'Success'.
9. If TcQ_mass > 90000 AND Genetic_Class_A_Matches <= 2 AND Genetic_Class_B_Matches <= 2 AND Treatment_Months < 125, predict 'Failure'.
10. If Histogen_Complex is 'Beta' or 'Omicron' AND Genetic_Class_A_Matches >= 2 AND Genetic_Class_B_Matches >= 2 AND TcQ_mass >= 35000 AND Treatment_Months >= 90, predict 'Success'.
11. 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'.
12. If Histogen_Complex is 'Omicron' AND Genetic_Class_A_Matches >= 1 AND Genetic_Class_B_Matches >= 1 AND TcQ_mass >= 13000 AND Treatment_Months >= 48, predict 'Success'.
13. If TcQ_mass >= 7500 AND TcQ_mass <=13000 AND Treatment_Months >= 85 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) = 2, predict 'Success'.
14. If Histogen_Complex = 'Beta' AND Genetic_Class_A_Matches <= 1 AND Genetic_Class_B_Matches <= 1 AND TcQ_mass >= 25000 AND Treatment_Months >= 70, predict 'Success'.
15. In all other cases, predict 'Failure'.

Apply rules strictly in order and only the first applicable rule.

• Inferences: 891
• Created: 2025-07-19 18:13:18.555428+00:00
• First inference: 2025-08-02 10:11:54.113347+00:00
• Last inference: 2025-08-02 10:41:59.509814+00:00
• Completed: yes
• Train accuracy: 0.6179775280898876 (KT 0.209)
• Validation accuracy: 0.7058823529411765 (KT 0.151)
• Test accuracy: 0.6078431372549019 (KT 0.216)