Round 286

Round UUID: e2338085-5c5f-4fe9-9e04-8e39fca32fa6

Prompt:

To determine if an entity will be effective, apply the following rules in order:

RULE 1: If FizzIntensity > 50, the entity is Effective.

RULE 2: If FizzIntensity < 25 AND ColourShift < 15, the entity is Ineffective.

RULE 3: Calculate the FizzEfficiency Ratio = FizzIntensity / ColourShift
   - If FizzEfficiency Ratio > 3.5, the entity is Ineffective
   - If FizzEfficiency Ratio < 1.2, the entity is Ineffective

RULE 4: Calculate the Combined Effect Score = FizzIntensity + (ColourShift * 1.5)
   - If Combined Effect Score ≥ 65, the entity is Effective
   - If Combined Effect Score < 55, the entity is Ineffective

RULE 5: Check for the Sweet Spot Condition:
   - If FizzIntensity is between 40 and 50 (inclusive) AND ColourShift is between 12 and 20 (inclusive), the entity is Effective.

RULE 6: If none of the above rules apply, the entity is Ineffective.

• Inferences: 200
• Created: 2025-04-21 10:09:39+00:00
• First inference: 2025-04-21 10:09:46+00:00
• Last inference: 2025-04-21 10:26:15+00:00
• Completed: yes
• Train accuracy: 0.70625 (KT 0.152)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.65 (KT 0.188)