Round 302

Round UUID: 99a5873b-ba95-4f78-adb2-95c56f5de8a1

Prompt:

Use the following explicit rules to predict the outcome (Success or Failure). Apply rules in order; the first matching rule determines the prediction:

1. If Genetic_Class_A_Matches + Genetic_Class_B_Matches ≥ 5 AND TcQ_mass ≥ 20000, predict Success.
2. If TcQ_mass ≥ 100000, predict Success.
3. If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches ≥ 3 AND TcQ_mass < 40000 AND Treatment_Months > 100, predict Failure.
4. If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1 AND TcQ_mass < 25000 AND Treatment_Months > 75, predict Failure.
5. If Histogen_Complex = Delta AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches ≤ 2 AND TcQ_mass < 25000, predict Failure.
6. Otherwise, predict Failure.

Be strict in following the thresholds and conditions; predict only when a rule is clearly met.

• Inferences: 891
• Created: 2025-07-20 08:23:14.070679+00:00
• First inference: 2025-07-20 08:23:20.370425+00:00
• Last inference: 2025-07-20 08:34:34.429073+00:00
• Completed: yes
• Train accuracy: 0.5898876404494382 (KT 0.229)
• Validation accuracy: 0.6274509803921569 (KT 0.203)
• Test accuracy: 0.49019607843137253 (KT 0.310)