Round 147

Round UUID: f52a3cd5-ce9b-4481-bff3-34dcf2f53daf

Prompt:

Apply the following rules to determine reef health:
1. Classify as 'Stressed' if:
   - CurrentFlowQuality is 'Poor' or 'Fair' AND PollutionLevel is 'Critical' or 'High', regardless of other conditions.
   - AcousticIntensity exceeds 1000 units.
2. Classify as 'Healthy' if:
   - CurrentFlowQuality is 'Excellent' AND ReefIntegrityScore is 'Excellent' OR 'Good', AND BiodiversityIndex is 'High' OR 'Very High' AND BleachingEventsPerYear are not 'Constant' or 'Frequent'.
3. Classify as 'Stressed' if neither of the above criteria clearly determine health and BleachingEventsPerYear are frequent or constant.
4. If the above criteria aren't met explicitly, default to 'Stressed'.

• Inferences: 1000
• Created: 2025-03-17 07:03:39+00:00
• First inference: 2025-03-17 07:03:46+00:00
• Last inference: 2025-03-17 08:01:19+00:00
• Completed: yes
• Train accuracy: 0.3205619412515964 (KT 0.494)
• Validation accuracy: 0.3942307692307692 (KT 0.404)
• Test accuracy: 0.23893805309734514 (KT 0.621)