Round 540

Round UUID: 5c072f2d-d1ec-4e17-a22e-4fc16636d433

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, predict Effective
2. If FizzIntensity < 25 AND ColourShift < 12, predict Ineffective
3. If ColourShift ≥ 22, predict Effective
4. If FizzIntensity ≥ 42 AND ColourShift ≥ 9, predict Effective
5. If ColourShift ≥ 17 AND FizzIntensity ≥ 30, predict Effective
6. If FizzIntensity < 37 AND ColourShift < 17, predict Ineffective
7. If ColourShift ≥ 15 AND FizzIntensity ≥ 38, predict Effective
8. Otherwise, predict Ineffective

Apply only the first rule that matches the given data.

• Inferences: 200
• Created: 2025-07-31 07:16:59.052465+00:00
• First inference: 2025-07-31 07:17:11.516646+00:00
• Last inference: 2025-07-31 07:18:49.416233+00:00
• Completed: yes
• Train accuracy: 0.7 (KT 0.156)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.65 (KT 0.188)