Round 24

Round UUID: 49c9ebff-f8d8-4388-adaa-53f451ddf0bb

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: +20 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: +40 points  
    - Moderate: -30 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 350 or higher, classify the reef as 'Healthy.' If the score is less than 350, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-19 00:08:18+00:00
• First inference: 2025-03-19 00:08:25+00:00
• Last inference: 2025-03-19 01:41:26+00:00
• Completed: yes
• Train accuracy: 0.3218390804597701 (KT 0.492)
• Validation accuracy: 0.4230769230769231 (KT 0.374)
• Test accuracy: 0.23893805309734514 (KT 0.621)