Round 234

Round UUID: 841638ad-09a4-47ae-9bb6-c5cced0b92b5

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: -80 points  

2. **Observation Duration (years):**  
   - > 20: +40 points  
   - 15-20: +30 points  
   - 10-15: +20 points  
   - 5-10: +10 points  
   - < 5: -100 points  

3. **Reef Integrity Score:**  
   - Excellent: +60 points  
   - Good: +40 points  
   - Moderate: +20 points  
   - Poor or Very Poor: -100 points  

4. **Pollution Level:**  
   - Low: +80 points  
   - Moderate: +30 points  
   - High: -70 points  
   - Critical: -100 points  

5. **Predator Activity Level:**  
   - None: +80 points  
   - Very Low: +50 points  
   - Low: +20 points  
   - Moderate: -30 points  
   - High or Severe: -100 points  

6. **Biodiversity Index:**  
   - High: +80 points  
   - Medium: +20 points  
   - Low: -100 points  

7. **Nearby Healthy Reef Presence:**  
   - Adjacent: +80 points  
   - Absent: -100 points  

8. **Previous Stress Incidents:**  
   - None: +60 points  
   - Minor: +20 points  
   - Moderate: -30 points  
   - Major: -100 points  

9. **Bleaching Events (per year):**  
   - Rare (0-1): +30 points  
   - Occasional (2-3): -10 points  
   - Frequent (4+): -80 points  

Calculate the total score. If the total score is 200 or higher, classify the reef as 'Healthy.' If the score is less than 200, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 10:11:18+00:00
• First inference: 2025-03-18 10:11:26+00:00
• Last inference: 2025-03-18 11:39:16+00:00
• Completed: yes
• Train accuracy: 0.35759897828863346 (KT 0.446)
• Validation accuracy: 0.41346153846153844 (KT 0.383)
• Test accuracy: 0.22123893805309736 (KT 0.655)