Round 530

Round UUID: aba98bab-baae-45de-ad07-d6c3d9ccd8db

Prompt:

You are classifying chemical reactions as either "Effective" or "Ineffective" based on two measurements: FizzIntensity and ColourShift.

Apply these rules in order:

1. If ColourShift > 20.0, classify as "Effective"

2. If ColourShift > 17.0 AND ColourShift ≤ 20.0:
   - If FizzIntensity ≥ 35.0, classify as "Effective"
   - If FizzIntensity < 35.0, classify as "Ineffective"

3. If ColourShift > 15.0 AND ColourShift ≤ 17.0:
   - If FizzIntensity ≥ 45.0, classify as "Effective"
   - If FizzIntensity < 45.0, classify as "Ineffective"

4. If ColourShift < 10.0:
   - If FizzIntensity ≥ 55.0, classify as "Effective"
   - If FizzIntensity < 55.0, classify as "Ineffective"

5. If ColourShift ≥ 10.0 AND ColourShift ≤ 15.0:
   - If FizzIntensity < 26.0, classify as "Effective"
   - If FizzIntensity ≥ 26.0 AND FizzIntensity < 45.0:
     * If ColourShift < 12.0, classify as "Ineffective"
     * If ColourShift ≥ 12.0, classify as "Effective"
   - If FizzIntensity ≥ 45.0:
     * If ColourShift < 12.0, classify as "Ineffective"
     * If ColourShift ≥ 12.0, classify as "Effective"

Make your classification based solely on these numerical thresholds.

• Inferences: 200
• Created: 2025-07-31 01:09:45.120909+00:00
• First inference: 2025-07-31 01:10:03.825412+00:00
• Last inference: 2025-07-31 05:42:24.717930+00:00
• Completed: yes
• Train accuracy: 0.55 (KT 0.260)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.4 (KT 0.397)