Round 574

Round UUID: 104b392d-e4e3-46ac-841a-a56d426e8905

Prompt:

Predict whether the entity is "Effective" or "Ineffective" based on the following rules:

RULE 1: If FizzIntensity < 20, predict "Ineffective"

RULE 2: If ColourShift < 6 AND FizzIntensity < 23, predict "Ineffective"

RULE 3: If ColourShift >= 6 AND ColourShift < 7 AND FizzIntensity >= 22 AND FizzIntensity < 23, predict "Effective"

RULE 4: If ColourShift >= 6 AND ColourShift < 7 AND FizzIntensity >= 23, predict "Ineffective"

RULE 5: If ColourShift < 7 AND FizzIntensity >= 23, predict "Ineffective"

RULE 6: If FizzIntensity > 75, predict "Ineffective"

RULE 7: If FizzIntensity >= 60 AND FizzIntensity <= 75 AND ColourShift >= 16, predict "Effective"

RULE 8: If FizzIntensity >= 60 AND FizzIntensity <= 75 AND ColourShift >= 14 AND ColourShift < 16, predict "Effective"

RULE 9: If FizzIntensity >= 55 AND FizzIntensity < 60 AND ColourShift >= 8.5, predict "Effective"

RULE 10: If FizzIntensity >= 52 AND FizzIntensity < 55 AND ColourShift >= 18, predict "Effective"

RULE 11: If FizzIntensity >= 52 AND FizzIntensity < 55 AND ColourShift >= 11.7 AND ColourShift < 18, predict "Effective"

RULE 12: If FizzIntensity >= 50 AND FizzIntensity < 52 AND ColourShift >= 11, predict "Ineffective"

RULE 13: If FizzIntensity >= 45 AND FizzIntensity < 50 AND ColourShift >= 26, predict "Ineffective"

RULE 14: If FizzIntensity >= 45 AND FizzIntensity < 50 AND ColourShift >= 22 AND ColourShift < 26, predict "Ineffective"

RULE 15: If FizzIntensity >= 45 AND FizzIntensity < 50 AND ColourShift >= 10.5 AND ColourShift < 22, predict "Effective"

RULE 16: If FizzIntensity >= 44 AND FizzIntensity < 45 AND ColourShift >= 22.5, predict "Ineffective"

RULE 17: If FizzIntensity >= 44 AND FizzIntensity < 45 AND ColourShift >= 9 AND ColourShift < 22.5, predict "Effective"

RULE 18: If FizzIntensity >= 43 AND FizzIntensity < 44 AND ColourShift >= 16, predict "Effective"

RULE 19: If FizzIntensity >= 40 AND FizzIntensity < 43 AND ColourShift >= 22.5, predict "Ineffective"

RULE 20: If FizzIntensity >= 40 AND FizzIntensity < 43 AND ColourShift >= 20 AND ColourShift < 22.5, predict "Effective"

RULE 21: If FizzIntensity >= 40 AND FizzIntensity < 43 AND ColourShift >= 14 AND ColourShift < 20, predict "Ineffective"

RULE 22: If FizzIntensity >= 40 AND FizzIntensity < 43 AND ColourShift >= 12 AND ColourShift < 14, predict "Effective"

RULE 23: If FizzIntensity >= 40 AND FizzIntensity < 43 AND ColourShift < 12, predict "Ineffective"

RULE 24: If FizzIntensity >= 35 AND FizzIntensity < 40 AND ColourShift >= 23, predict "Ineffective"

RULE 25: If FizzIntensity >= 35 AND FizzIntensity < 40 AND ColourShift >= 21 AND ColourShift < 23, predict "Effective"

RULE 26: If FizzIntensity >= 34 AND FizzIntensity < 35 AND ColourShift >= 17, predict "Effective"

RULE 27: If FizzIntensity >= 30 AND FizzIntensity < 34 AND ColourShift >= 26, predict "Effective"

RULE 28: If FizzIntensity >= 30 AND FizzIntensity < 34 AND ColourShift >= 17 AND ColourShift < 26, predict "Effective"

RULE 29: If FizzIntensity >= 30 AND FizzIntensity < 34 AND ColourShift < 17, predict "Ineffective"

RULE 30: If FizzIntensity >= 29.5 AND FizzIntensity < 30 AND ColourShift >= 20, predict "Effective"

RULE 31: If FizzIntensity >= 29 AND FizzIntensity < 29.5 AND ColourShift >= 12 AND ColourShift < 15, predict "Ineffective"

RULE 32: If FizzIntensity >= 25 AND FizzIntensity < 29 AND ColourShift >= 24, predict "Effective"

RULE 33: If FizzIntensity >= 25 AND FizzIntensity < 29 AND ColourShift >= 20 AND ColourShift < 24, predict "Ineffective"

RULE 34: If FizzIntensity >= 25 AND FizzIntensity < 29 AND ColourShift >= 12 AND ColourShift < 20, predict "Effective"

RULE 35: If FizzIntensity >= 22 AND FizzIntensity < 25 AND ColourShift >= 16, predict "Effective"

RULE 36: If FizzIntensity >= 20 AND FizzIntensity < 22 AND ColourShift >= 12, predict "Effective"

RULE 37: For all other cases not covered by the above rules, predict "Ineffective"

Apply these rules in order. Once a rule matches, use that prediction and do not check subsequent rules.

• Inferences: 200
• Created: 2025-08-03 10:53:25.053655+00:00
• First inference: 2025-08-03 10:54:07.757499+00:00
• Last inference: 2025-08-03 10:57:18.840944+00:00
• Completed: yes
• Train accuracy: 0.71875 (KT 0.144)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.6 (KT 0.222)