Round 354

Round UUID: 1aa6f13a-d857-4843-9312-84d775f76577

Prompt:

Evaluate the entity outcomes based on the following updated rules:

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity > 45.0 and ColourShift <= 15.0, classify as Effective.
3. If FizzIntensity between 35.0 and 45.0 (inclusive) and ColourShift <= 20.0, classify as Effective.
4. If FizzIntensity < 30.0 or ColourShift > 24.0, classify as Ineffective.
5. If FizzIntensity is between 25.0 and 34.9 (inclusive) and ColourShift is between 15.0 and 20.0 (inclusive), classify as Effective.
6. For any data points where FizzIntensity is between 30.0 and 35.0 and ColourShift is between 20.0 and 24.0, classify as Ineffective.

• Inferences: 200
• Created: 2025-04-21 07:39:07+00:00
• First inference: 2025-04-21 07:39:11+00:00
• Last inference: 2025-04-21 07:49:33+00:00
• Completed: yes
• Train accuracy: 0.58125 (KT 0.236)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.7 (KT 0.156)