Round 393

Round UUID: c8d71c31-5fa2-40f1-ba7f-d5397b5e25d0

Prompt:

Evaluate the outcomes based on the following refined and precise rules:

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity is between 45.0 and 50.0 (exclusive) and ColourShift <= 14.0, classify as Effective.
3. If FizzIntensity is between 45.0 and 50.0 (exclusive) and ColourShift > 14.0, classify as Ineffective.
4. If FizzIntensity is between 43.0 and 45.0 (exclusive) and ColourShift <= 15.0, classify as Effective to address misclassification areas.
5. If FizzIntensity is between 42.0 and 43.0 (exclusive) and ColourShift <= 16.0, classify as Effective.
6. If FizzIntensity is between 42.0 and 45.0 (exclusive) and ColourShift > 16.0, classify as Ineffective.
7. If FizzIntensity is between 40.0 and 42.0 (exclusive) and ColourShift <= 11.0, classify as Effective.
8. If FizzIntensity is between 40.0 and 42.0 (exclusive) and ColourShift > 11.0, classify as Ineffective.
9. If FizzIntensity is between 35.0 and 40.0 (inclusive) and ColourShift <= 12.0, classify as Effective.
10. If FizzIntensity is between 30.0 and 35.9 (inclusive) and ColourShift <= 10.0, classify as Effective.
11. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift > 10.0, classify as Ineffective.
12. If FizzIntensity is between 25.0 and 30.0 (inclusive) and ColourShift <= 12.0, classify as Effective.
13. If FizzIntensity < 25.0 or ColourShift > 20.0, classify as Ineffective.
14. If FizzIntensity is between 20.0 and 24.9 (inclusive), classify as Ineffective regardless of ColourShift.
15. If FizzIntensity is below 20.0, classify as Ineffective.

• Inferences: 200
• Created: 2025-04-24 08:54:40+00:00
• First inference: 2025-04-24 08:54:45+00:00
• Last inference: 2025-04-24 09:04:29+00:00
• Completed: yes
• Train accuracy: 0.63125 (KT 0.200)
• Validation accuracy: 0.55 (KT 0.260)
• Test accuracy: 0.9 (KT 0.047)