Round 313

Round UUID: dab1c248-fd20-4099-ae65-5628f1db0c18

Prompt:

To determine whether an entity is 'Effective' or 'Ineffective', apply the following rules: 

1. If FizzIntensity > 50, predict 'Effective' regardless of ColourShift. This rule accounts for high FizzIntensity scenarios where ColourShift is not equally indicative.
2. If FizzIntensity > 40 and ColourShift > 12, predict 'Effective'.
3. If FizzIntensity > 40 and ColourShift <= 12, predict 'Ineffective'.
4. If FizzIntensity <= 40 and ColourShift > 18, predict 'Effective'.
5. Otherwise, predict 'Ineffective'.

These rules aim to address observed inaccuracies specifically by balancing situations where isolated high scores have previously led to misclassification, introducing a new threshold for FizzIntensity dominance.

• Inferences: 200
• Created: 2025-04-21 04:42:54+00:00
• First inference: 2025-04-21 04:42:59+00:00
• Last inference: 2025-04-21 04:51:51+00:00
• Completed: yes
• Train accuracy: 0.65625 (Krichevsky-Trofimov 0.183)
• Validation accuracy: 0.8 (Krichevsky-Trofimov 0.098)
• Test accuracy: 0.3 (Krichevsky-Trofimov 0.521)