Round 230

Round UUID: ce84df06-89c0-4e13-8aca-741e41566791

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +15 points  
   - Good: +10 points  
   - Fair: +5 points  
   - Poor: -20 points  

2. **Observation Duration:** 
   - > 10 years: +15 points  
   - 8-10 years: +12 points  
   - 6-8 years: +8 points  
   - 3-6 years: +5 points  
   - < 3 years: -20 points  

3. **Reef Integrity Score:** 
   - Excellent: +20 points  
   - Good: +12 points  
   - Moderate: +5 points  
   - Poor or Very Poor: -40 points  

4. **Pollution Level:** 
   - Low: +20 points  
   - Moderate: +5 points  
   - High: -20 points  
   - Critical: -50 points  

5. **Predator Activity Level:** 
   - None: +15 points  
   - Very Low: +10 points  
   - Low: +5 points  
   - Moderate: -10 points  
   - High or Severe: -50 points  
 
6. **Biodiversity Index:** 
   - High: +20 points  
   - Medium: +7 points  
   - Low: -30 points  

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +20 points  
   - Absent: -40 points  

8. **Previous Stress Incidents:** 
   - None: +15 points  
   - Minor: +8 points  
   - Moderate: -5 points  
   - Major: -40 points  

9. **Stakeholder Assessment (based on observation by local ecologists):**  
   - Positive Assessment: +15 points  
   - Neutral Assessment: +5 points  
   - Negative Assessment: -20 points  

Calculate the total score. If the total score is 85 or higher, classify the reef as 'Healthy.' If the score is less than 85, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 04:21:57+00:00
• First inference: 2025-03-18 04:22:03+00:00
• Last inference: 2025-03-18 05:50:20+00:00
• Completed: yes
• Train accuracy: 0.33205619412515963 (KT 0.479)
• Validation accuracy: 0.4326923076923077 (KT 0.364)
• Test accuracy: 0.25663716814159293 (KT 0.590)