Round 538

Round UUID: 665f7429-b801-415d-9ea0-2b7ca814f032

Prompt:

You are analyzing chemical compounds to determine if they are Effective or Ineffective based on two measurements: FizzIntensity and ColourShift.

Apply these rules in order:

1. If FizzIntensity ≥ 50 AND ColourShift ≥ 10, predict Effective
2. If ColourShift ≥ 20, predict Effective
3. If FizzIntensity < 25 AND ColourShift < 12, predict Ineffective
4. If FizzIntensity ≥ 45 AND ColourShift ≥ 12, predict Effective
5. If ColourShift ≥ 18 AND FizzIntensity < 40, predict Ineffective
6. If FizzIntensity ≥ 40 AND ColourShift ≥ 15, predict Effective
7. If FizzIntensity < 35 AND ColourShift < 15 AND ColourShift ≥ 8, predict Effective
8. Otherwise, predict Ineffective

Apply only the first rule that matches the given data.

• Inferences: 200
• Created: 2025-07-31 06:42:21.563435+00:00
• First inference: 2025-07-31 06:42:34.047894+00:00
• Last inference: 2025-07-31 07:00:17.629021+00:00
• Completed: yes
• Train accuracy: 0.575 (Krichevsky-Trofimov 0.241)
• Validation accuracy: 0.8 (Krichevsky-Trofimov 0.098)
• Test accuracy: 0.3 (Krichevsky-Trofimov 0.521)