Round 278

Round UUID: bb20a078-5e89-4ab6-92e6-cc5850e360d9

Prompt:

Task: Classify each entity as either the single word "Success" or "Failure" (no punctuation, no additional text).

Apply the following deterministic rules IN ORDER:

1. Delta mid-mass rescue:
   If Histogen_Complex is "Delta" AND TcQ_mass is between 15000 and 30000 inclusive AND Genetic_Class_A_Matches is ≤ 2 → output Success.

2. Low-mass Beta/Omicron filter:
   If Histogen_Complex is "Beta" OR "Omicron" AND TcQ_mass is < 30000 → output Failure.

3. Remaining Beta/Omicron:
   If Histogen_Complex is "Beta" OR "Omicron" (and rule 2 did not fire) → output Success.

4. Default:
   All other cases → output Failure.

Do not consider any features except those named in the rules.  Output exactly one word: Success or Failure.

• Inferences: 891
• Created: 2025-07-20 03:30:50.045358+00:00
• First inference: 2025-07-20 03:32:22.498794+00:00
• Last inference: 2025-07-20 04:12:10.959288+00:00
• Completed: yes
• Train accuracy: 0.6292134831460674 (KT 0.201)
• Validation accuracy: 0.7254901960784313 (KT 0.140)
• Test accuracy: 0.5490196078431373 (KT 0.260)