Round 235

Round UUID: 23fcfe49-8ee7-4ecf-a5fc-75f8d76b4d7d

Prompt:

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

1. **Current Flow Quality:**  
   - Excellent: +50 points  
   - Good: +30 points  
   - Fair: +10 points  
   - Poor: -100 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: +70 points  
   - Good: +50 points  
   - Moderate: +30 points  
   - Poor or Very Poor: -100 points  

4. **Pollution Level:**  
   - Low: +100 points  
   - Moderate: +50 points  
   - High: -100 points  
   - Critical: -100 points  

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

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

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

8. **Previous Stress Incidents:**  
   - None: +70 points  
   - Minor: +20 points  
   - Moderate: -50 points  
   - Major: -100 points  

9. **Bleaching Events (per year):**  
   - Rare (0-1): +40 points  
   - Occasional (2-3): +10 points  
   - Frequent (4+): -100 points  

Calculate the total score. If the total score is 300 or higher, classify the reef as 'Healthy.' If the score is less than 300, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 11:39:27+00:00
• First inference: 2025-03-18 11:39:34+00:00
• Last inference: 2025-03-18 13:07:56+00:00
• Completed: yes
• Train accuracy: 0.3371647509578544 (KT 0.472)
• Validation accuracy: 0.49038461538461536 (KT 0.309)
• Test accuracy: 0.23008849557522124 (KT 0.638)