Round 156

Round UUID: dfa987b6-18d9-4ee2-b934-f05164114cdb

Prompt:

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

1. If ColourShift <= 0 OR FizzIntensity < 23, predict "Effective"
2. If ColourShift > 20 AND FizzIntensity >= 35, predict "Ineffective"
3. If FizzIntensity >= 38 AND ColourShift >= 12 AND ColourShift <= 18, predict "Effective"
4. If ColourShift is between 10 and 18 (inclusive) AND FizzIntensity is between 23 and 37 (inclusive), predict "Ineffective"
5. If FizzIntensity > 45 AND ColourShift <= 10, predict "Effective"
6. If FizzIntensity > 44 AND ColourShift > 18, predict "Effective"
7. If ColourShift > 18 AND FizzIntensity < 35, predict "Effective"
8. For all other cases, predict "Ineffective"

Apply these rules in order - use the first rule that matches the data.

• Inferences: 200
• Created: 2025-06-28 19:12:50.928895+00:00
• First inference: 2025-06-28 19:13:09.520974+00:00
• Last inference: 2025-06-28 19:23:49.895257+00:00
• Completed: yes
• Train accuracy: 0.625 (Krichevsky-Trofimov 0.205)
• Validation accuracy: 0.35 (Krichevsky-Trofimov 0.455)
• Test accuracy: 0.45 (Krichevsky-Trofimov 0.347)