Round 148

Round UUID: f3a6cbff-7094-4818-89c2-2f604312c22e

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'.
   - 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'.
   - NearbyHealthyReef is 'Adjacent' AND BleachingEventsPerYear are 'Rare' AND PollutionLevel is not 'Critical'.
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 explicitly met, default to 'Stressed'.

• Inferences: 1000
• Created: 2025-03-17 08:01:50+00:00
• First inference: 2025-03-17 08:01:54+00:00
• Last inference: 2025-03-17 09:00:30+00:00
• Completed: yes
• Train accuracy: 0.30268199233716475 (KT 0.519)
• Validation accuracy: 0.3942307692307692 (KT 0.404)
• Test accuracy: 0.23008849557522124 (KT 0.638)