Round 529

Round UUID: a4dc800f-cd02-4056-9b8c-d34cb725b23d

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 ≥ 38.0, classify as "Effective"
   - If FizzIntensity < 38.0, classify as "Ineffective"

3. If ColourShift > 15.0 AND ColourShift ≤ 17.0:
   - If FizzIntensity ≥ 42.0, classify as "Effective"
   - If FizzIntensity < 42.0, classify as "Ineffective"

4. If ColourShift < 10.0:
   - If FizzIntensity ≥ 50.0, classify as "Effective"
   - If FizzIntensity < 50.0, 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 < 12.6, classify as "Ineffective"
     * If ColourShift ≥ 12.6, classify as "Effective"
   - If FizzIntensity ≥ 45.0:
     * If ColourShift < 12.6, classify as "Ineffective"
     * If ColourShift ≥ 12.6, classify as "Effective"

Make your classification based solely on these numerical thresholds.

• Inferences: 200
• Created: 2025-07-30 22:20:58.912212+00:00
• First inference: 2025-07-30 22:21:18.342225+00:00
• Last inference: 2025-07-31 01:09:44.649285+00:00
• Completed: yes
• Train accuracy: 0.60625 (Krichevsky-Trofimov 0.218)
• Validation accuracy: 0.75 (Krichevsky-Trofimov 0.126)
• Test accuracy: 0.35 (Krichevsky-Trofimov 0.455)