Round 317

Round UUID: 9255c429-2df1-4a8e-99a1-fe13fb8a6132

Prompt:

Task: Decide whether the entity is “Effective” or “Ineffective”.
You are given exactly two real‑valued fields per entity:
• FizzIntensity  (in arbitrary units)
• ColourShift    (in arbitrary units)

Apply the following rules IN ORDER and output only the single word Effective or Ineffective.

Rule 0 – Definitely Ineffective
   If FizzIntensity < 25 → Ineffective

Rule 1 – Very high fizz overrides everything
   Else, if FizzIntensity ≥ 60 → Effective

Rule 2 – Solid fizz with at least a small colour shift
   Else, if FizzIntensity ≥ 44  AND  ColourShift ≥ 9 → Effective

Rule 3 – Moderate fizz but large colour shift
   Else, if ColourShift ≥ 20  AND  FizzIntensity ≥ 38 → Effective

Default
   Else → Ineffective

Remember: evaluate the rules in sequence; stop at the first rule that matches. Output nothing except the final label.

• Inferences: 200
• Created: 2025-04-21 17:36:53+00:00
• First inference: 2025-04-21 17:36:58+00:00
• Last inference: 2025-04-21 17:48:10+00:00
• Completed: yes
• Train accuracy: 0.73125 (KT 0.137)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.75 (KT 0.126)