Round 234

Round UUID: 0e3618cd-0a48-423d-b2c4-67c72b308de5

Prompt:

Predict either 'Failure' or 'Success' based on the following rules:

1. 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'.
2. For TCQ_mass = 0, always predict 'Failure'.
3. If Genetic_Class_A_Matches >= 4 OR Genetic_Class_B_Matches >= 4, predict 'Success'.
4. If TcQ_mass > 90000, predict 'Success'.
5. 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'.
6. In all other cases, predict 'Failure'.

Adhere strictly to these rules, using the sharpest threshold first that applies.

• Inferences: 891
• Created: 2025-07-19 13:12:21.016284+00:00
• First inference: 2025-07-19 13:12:30.803083+00:00
• Last inference: 2025-07-19 14:11:13.055141+00:00
• Completed: yes
• Train accuracy: 0.5842696629213483 (KT 0.233)
• Validation accuracy: 0.6666666666666666 (KT 0.176)
• Test accuracy: 0.6078431372549019 (KT 0.216)