Round 233

Round UUID: 9511d0e6-c3d9-4db7-955b-668775d82e61

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +40 points  
   - Good: +20 points  
   - Fair: +10 points  
   - Poor: -60 points  

2. **Observation Duration (years):** 
   - > 15: +30 points  
   - 10-15: +25 points  
   - 5-10: +20 points  
   - < 5: -70 points  

3. **Reef Integrity Score:** 
   - Excellent: +50 points  
   - Good: +30 points  
   - Moderate: +10 points  
   - Poor or Very Poor: -80 points  

4. **Pollution Level:** 
   - Low: +60 points  
   - Moderate: +20 points  
   - High: -60 points  
   - Critical: -100 points  

5. **Predator Activity Level:** 
   - None: +60 points  
   - Very Low: +40 points  
   - Low: +20 points  
   - Moderate: -30 points  
   - High or Severe: -100 points  

6. **Biodiversity Index:** 
   - High: +60 points  
   - Medium: +10 points  
   - Low: -90 points  

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +60 points  
   - Absent: -100 points  

8. **Previous Stress Incidents:** 
   - None: +40 points  
   - Minor: +15 points  
   - Moderate: -30 points  
   - Major: -100 points  

9. **Bleaching Events (per year):** 
   - Rare (0-1): +20 points  
   - Occasional (2-3): -20 points  
   - Frequent (4+): -60 points  

Calculate the total score. If the total score is 150 or higher, classify the reef as 'Healthy.' If the score is less than 150, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 08:33:54+00:00
• First inference: 2025-03-18 08:34:02+00:00
• Last inference: 2025-03-18 10:11:07+00:00
• Completed: yes
• Train accuracy: 0.34355044699872284 (KT 0.464)
• Validation accuracy: 0.41346153846153844 (KT 0.383)
• Test accuracy: 0.22123893805309736 (KT 0.655)