Round 274

Round UUID: b7404290-85af-451c-be83-4209bac22504

Prompt:

To determine if an entity is Effective or Ineffective, follow these specific rules:

Rule 1: If FizzIntensity is less than 40, classify as Ineffective.

Rule 2: If FizzIntensity is greater than or equal to 40, AND the ColourShift is between 8 and 26 (inclusive), classify as Effective.

Rule 3: If FizzIntensity is greater than or equal to 40, but the ColourShift is less than 8 or greater than 26, classify as Ineffective.

Rule 4: If FizzIntensity is exceptionally high (above 60), classify as Effective regardless of ColourShift value.

Apply these rules in sequence. If no rule applies (which should not happen given the comprehensive coverage), default to Ineffective.

• Inferences: 200
• Created: 2025-04-21 09:27:40+00:00
• First inference: 2025-04-21 09:27:43+00:00
• Last inference: 2025-04-21 09:35:00+00:00
• Completed: yes
• Train accuracy: 0.725 (KT 0.140)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.75 (KT 0.126)