Round 129

Round UUID: 78369a96-9305-40bf-a828-1571d3b1ae06

Prompt:

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

**Rule 1 - High Performance Threshold:**
If FizzIntensity ≥ 55 OR ColourShift ≥ 22, predict "Effective"

**Rule 2 - Moderate Combined Performance:**
If FizzIntensity ≥ 45 AND ColourShift ≥ 15, predict "Effective"

**Rule 3 - Compensatory Performance:**
If (FizzIntensity ≥ 40 AND ColourShift ≥ 18) OR (FizzIntensity ≥ 50 AND ColourShift ≥ 12), predict "Effective"

**Rule 4 - Low Performance Threshold:**
If FizzIntensity < 30 AND ColourShift < 15, predict "Ineffective"

**Default Rule:**
If none of the above rules apply, predict "Ineffective"

Apply these rules in order from 1 to 4. If any rule matches, use that prediction. Only use the default rule if no other rule applies.

• Inferences: 200
• Created: 2025-06-25 06:06:35.011144+00:00
• First inference: 2025-07-03 18:53:28.364563+00:00
• Last inference: 2025-07-03 19:05:34.916802+00:00
• Completed: yes
• Train accuracy: 0.6375 (KT 0.196)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.6 (KT 0.222)