Round 565

Round UUID: 23095af8-c33b-4d49-b02f-032f3f330c63

Prompt:

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

**Rule 1 - Very High Single Performance:**
If FizzIntensity ≥ 65 OR ColourShift ≥ 28, predict "Effective"

**Rule 2 - High FizzIntensity with Good ColourShift:**
If FizzIntensity ≥ 58 AND ColourShift ≥ 15, predict "Effective"

**Rule 3 - High ColourShift with Good FizzIntensity:**
If ColourShift ≥ 24 AND FizzIntensity ≥ 38, predict "Effective"

**Rule 4 - Strong Combined Performance:**
If FizzIntensity ≥ 52 AND ColourShift ≥ 18, predict "Effective"

**Rule 5 - High FizzIntensity with Moderate ColourShift:**
If FizzIntensity ≥ 57 AND ColourShift ≥ 14, predict "Effective"

**Rule 6 - Low FizzIntensity with High ColourShift:**
If FizzIntensity ≥ 25 AND FizzIntensity < 35 AND ColourShift ≥ 19, predict "Effective"

**Rule 7 - Moderate-High FizzIntensity with Balanced ColourShift:**
If FizzIntensity ≥ 47 AND FizzIntensity < 58 AND ColourShift ≥ 11 AND ColourShift < 16, predict "Effective"

**Rule 8 - Moderate Balanced Performance:**
If FizzIntensity ≥ 42 AND FizzIntensity < 50 AND ColourShift ≥ 12 AND ColourShift ≤ 17, predict "Effective"

**Rule 9 - Balanced Moderate-High Performance:**
If FizzIntensity ≥ 45 AND ColourShift ≥ 16 AND ColourShift < 20, predict "Effective"

**Rule 10 - Low Performance Threshold:**
If FizzIntensity < 30 AND ColourShift < 15, predict "Ineffective"

**Rule 11 - Moderate-High False Positive Filter:**
If FizzIntensity ≥ 49 AND FizzIntensity < 53 AND ColourShift ≥ 12 AND ColourShift < 19, predict "Ineffective"

**Rule 12 - Moderate Range False Positive Filter:**
If FizzIntensity ≥ 38 AND FizzIntensity < 45 AND ColourShift ≥ 22 AND ColourShift < 26, predict "Ineffective"

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

Apply these rules in order from 1 to 12. If any rule matches, use that prediction. Only use the default rule if no other rule applies.