Round 28

Round UUID: 0f8111c9-450a-4c77-84b0-2481af0262f0

Prompt:

Based on the following criteria, classify the reef as either 'Healthy' or 'Stressed':

1. **Current Flow Quality:**  
   - Excellent: +80 points  
   - Good: +60 points  
   - Fair: -20 points  
   - Poor: -200 points  

2. **Observation Duration (years):**  
   - > 20: +70 points  
   - 15-20: +50 points  
   - 10-15: +30 points  
   - 5-10: +20 points  
   - < 5: -150 points  

3. **Reef Integrity Score:**  
   - Excellent: +90 points  
   - Good: +70 points  
   - Moderate: +10 points  
   - Poor: -100 points  
   - Very Poor: -200 points  

4. **Pollution Level:**  
   - Low: +100 points  
   - Moderate: +20 points  
   - High: -150 points  
   - Critical: -200 points  

5. **Predator Activity Level:**  
   - None: +100 points  
   - Very Low: +70 points  
   - Low: +30 points  
   - Moderate: -50 points  
   - High: -150 points  
   - Severe: -200 points  

6. **Biodiversity Index:**  
   - High: +100 points  
   - Medium: +40 points  
   - Low: -150 points  

7. **Nearby Healthy Reef Presence:**  
   - Adjacent: +100 points  
   - Absent: -100 points  

8. **Previous Stress Incidents:**  
   - None: +80 points  
   - Minor: +30 points  
   - Moderate: -10 points  
   - Major: -200 points  

9. **Bleaching Events (per year):**  
   - Rare (0-1): +40 points  
   - Occasional (2-3): +10 points  
   - Frequent (4+): -200 points  

Calculate the total score. If the total score is 700 or higher, classify the reef as 'Healthy.' If the score is between 300 and 699, classify it as 'Stressed with caution.' If the score is less than 300, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-19 06:21:46+00:00
• First inference: 2025-03-19 06:21:52+00:00
• Last inference: 2025-03-19 07:52:57+00:00
• Completed: yes
• Train accuracy: 0.334610472541507 (KT 0.475)
• Validation accuracy: 0.4230769230769231 (KT 0.374)
• Test accuracy: 0.23008849557522124 (KT 0.638)