Round 282

Round UUID: f2f7d77e-8dd0-4a9c-a2cf-aa01cbaac7f2

Prompt:

Predict treatment outcome (Success or Failure) based on these rules:

**PRIMARY RULES (apply in order):**

1. **High Genetic Match Rule**: If Genetic_Class_A_Matches ≥ 5 AND Genetic_Class_B_Matches ≥ 3, predict Success

2. **Beta Variant Rule**: If Histogen_Complex = "Beta" AND TcQ_mass ≥ 30000, predict Success

3. **Omicron Variant Rule**: If Histogen_Complex = "Omicron" AND TcQ_mass ≥ 15000, predict Success

4. **Delta Low Mass Rule**: If Histogen_Complex = "Delta" AND TcQ_mass < 20000, predict Failure

5. **Cohort Exception Rule**: If Cohort = "Lisbon" AND Histogen_Complex = "Delta" AND TcQ_mass < 10000, predict Success

6. **High Mass Rule**: If TcQ_mass ≥ 50000, predict Success

7. **Default Rule**: If none of the above apply, predict Failure

**INSTRUCTIONS:**
- Apply rules in the exact order listed above
- Use the first rule that matches the data
- Be precise with numerical thresholds (use ≥, <, = as specified)
- Only predict Success or Failure

• Inferences: 891
• Created: 2025-07-20 04:56:51.966542+00:00
• First inference: 2025-07-20 04:57:05.471649+00:00
• Last inference: 2025-07-20 05:16:13.379686+00:00
• Completed: yes
• Train accuracy: 0.6797752808988764 (KT 0.168)
• Validation accuracy: 0.8431372549019608 (KT 0.074)
• Test accuracy: 0.7254901960784313 (KT 0.140)