Round 119

Round UUID: a38f907f-10e6-4cc5-9578-c4c032a2e0aa

Prompt:

Use the following classification rules to decide whether a row is labeled "Success" or "Failure". The aim is to apply these rules as precisely as possible:

1) If Histogen_Complex is Beta:
   - Label “Success” if ANY of the following conditions hold:
     • TcQ_mass ≥ 25000
     • Genetic_Class_B_Matches ≥ 2
   - Otherwise, label “Failure”.

2) If Histogen_Complex is Delta:
   - Label “Success” if ANY of the following conditions hold:
     • Genetic_Class_B_Matches ≥ 2
     • Sex is male AND Treatment_Months ≥ 80 AND (TcQ_mass < 10000)
   - Otherwise, label “Failure”.

Apply these rules exactly as stated to each row. Output the label ("Success" or "Failure").

• Inferences: 891
• Created: 2025-07-14 01:52:55.489792+00:00
• First inference: 2025-07-14 01:53:36.947940+00:00
• Last inference: 2025-07-14 03:14:55.874546+00:00
• Completed: yes
• Train accuracy: 0.6292134831460674 (Krichevsky-Trofimov 0.201)
• Validation accuracy: 0.6862745098039216 (Krichevsky-Trofimov 0.164)
• Test accuracy: 0.6666666666666666 (Krichevsky-Trofimov 0.176)