Round 260

Round UUID: 7a3c9ef3-9698-4eca-8876-10616b37facb

Prompt:

Analyze the entity data and predict whether the outcome will be Success or Failure based on the following rules:

**RULE 1 - Beta Complex Rule**: 
If Histogen_Complex is "Beta", predict SUCCESS.

**RULE 2 - High TcQ_mass Rule**: 
If TcQ_mass is greater than 50,000, predict SUCCESS.

**RULE 3 - High Genetic Class B Matches Rule**:
If Genetic_Class_B_Matches is 3 or higher, predict SUCCESS.

**RULE 4 - Zero TcQ_mass Rule**:
If TcQ_mass equals 0.0, predict FAILURE.

**RULE 5 - Delta Low Mass Rule**:
If Histogen_Complex is "Delta" AND TcQ_mass is less than 10,000 AND Genetic_Class_B_Matches equals 1, predict FAILURE.

**RULE 6 - Omicron Male High Mass Rule**:
If Histogen_Complex is "Omicron" AND Sex is "male" AND TcQ_mass is greater than 15,000, predict SUCCESS.

**DEFAULT RULE**:
If none of the above rules apply:
- If TcQ_mass is greater than 20,000, predict SUCCESS
- Otherwise, predict FAILURE

Apply these rules in order from 1 to 6. Use the first rule that matches. If no rules match, use the DEFAULT RULE.

Output only one word: either "Success" or "Failure".

• Inferences: 891
• Created: 2025-07-20 00:27:34.189747+00:00
• First inference: 2025-07-20 00:27:58.453516+00:00
• Last inference: 2025-07-20 00:33:17.514895+00:00
• Completed: yes
• Train accuracy: 0.648876404494382 (KT 0.188)
• Validation accuracy: 0.803921568627451 (KT 0.095)
• Test accuracy: 0.7058823529411765 (KT 0.151)