Round 355

Round UUID: 2809be96-b7cf-4d79-afce-a4d37784a7aa

Prompt:

Classify reef health status based on the following comprehensive rules:

HEALTHY Reef Criteria:
1. Reef Integrity must be at least Moderate
2. Biodiversity Index must be High or Very High
3. Bleaching Events should be Rare or Occasional
4. Pollution Level must not be Critical
5. Meet at least two additional positive conditions:
   - Low or No Predator Activity
   - Nearby Healthy Reef Present
   - No Significant Previous Stress Incidents

STRESSED Reef Criteria:
1. Reef Integrity is Poor or Very Poor
2. Constant Bleaching Events
3. High or Critical Pollution Levels
4. Extreme Predator Activity
5. Confirmed Distant Stress Indicators
6. Low or Medium Biodiversity Index

Consider all available environmental and ecological data. Make a careful, holistic assessment that weighs multiple factors.

• Inferences: 1000
• Created: 2025-03-17 20:53:43+00:00
• First inference: 2025-03-17 20:53:49+00:00
• Last inference: 2025-03-17 22:01:22+00:00
• Completed: yes
• Train accuracy: 0.35887611749680715 (KT 0.445)
• Validation accuracy: 0.4519230769230769 (KT 0.345)
• Test accuracy: 0.2920353982300885 (KT 0.534)