Round 244

Round UUID: e9a57387-87a8-49c6-86be-329dbb5da68b

Prompt:

Based on the following criteria, classify the reef as either 'Healthy' (score 800 or higher), 'Stressed with caution' (score between 400 and 799), or 'Stressed' (score below 400):

1. **Current Flow Quality:**  
   - Excellent: +80 points  
   - Good: +60 points  
   - Fair: +10 points  
   - Poor: -300 points  

2. **Observation Duration (years):**  
   - > 20: +70 points  
   - 15-20: +50 points  
   - 10-15: +30 points  
   - 5-10: +20 points  
   - < 5: -300 points  

3. **Reef Integrity Score:**  
   - Excellent: +100 points  
   - Good: +80 points  
   - Moderate: +30 points  
   - Poor: -150 points  
   - Very Poor: -300 points  

4. **Pollution Level:**  
   - Low: +150 points  
   - Moderate: +30 points  
   - High: -200 points  
   - Critical: -400 points  

5. **Predator Activity Level:**  
   - None: +150 points  
   - Very Low: +80 points  
   - Low: +20 points  
   - Moderate: -50 points  
   - High: -200 points  
   - Severe: -400 points  

6. **Biodiversity Index:**  
   - High: +150 points  
   - Medium: +40 points  
   - Low: -400 points  

7. **Nearby Healthy Reef Presence:**  
   - Adjacent: +150 points  
   - Absent: -150 points  

8. **Previous Stress Incidents:**  
   - None: +80 points  
   - Minor: +40 points  
   - Moderate: +10 points  
   - Major: -400 points  

9. **Bleaching Events (per year):**  
   - Rare (0-1): +60 points  
   - Occasional (2-3): +20 points  
   - Frequent (4+): -400 points  

10. **Algal Coverage:**  
   - High or Extensive: -400 points  
   - Moderate: -150 points  
   - Sparse: +0 points  

Carefully calculate the total score and classify accordingly.

• Inferences: 1000
• Created: 2025-03-19 01:57:41+00:00
• First inference: 2025-03-19 01:57:48+00:00
• Last inference: 2025-03-19 03:52:06+00:00
• Completed: yes
• Train accuracy: 0.3269476372924649 (KT 0.485)
• Validation accuracy: 0.41346153846153844 (KT 0.383)
• Test accuracy: 0.21238938053097345 (KT 0.672)