Round 232

Round UUID: 93ae184c-6f99-4307-9988-1d47cf8d0dfa

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +30 points  
   - Good: +15 points  
   - Fair: 0 points  
   - Poor: -50 points  

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

3. **Reef Integrity Score:** 
   - Excellent: +40 points  
   - Good: +20 points  
   - Moderate: +0 points  
   - Poor or Very Poor: -60 points  

4. **Pollution Level:** 
   - Low: +50 points  
   - Moderate: +10 points  
   - High: -50 points  
   - Critical: -80 points  

5. **Predator Activity Level:** 
   - None: +50 points  
   - Very Low: +30 points  
   - Low: +15 points  
   - Moderate: -30 points  
   - High or Severe: -80 points  

6. **Biodiversity Index:** 
   - High: +50 points  
   - Medium: +10 points  
   - Low: -60 points  

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +50 points  
   - Absent: -70 points  

8. **Previous Stress Incidents:** 
   - None: +20 points  
   - Minor: +5 points  
   - Moderate: -15 points  
   - Major: -60 points  

Calculate the total score. If the total score is 100 or higher, classify the reef as 'Healthy.' If the score is less than 100, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 07:09:57+00:00
• First inference: 2025-03-18 07:10:02+00:00
• Last inference: 2025-03-18 08:33:40+00:00
• Completed: yes
• Train accuracy: 0.41379310344827586 (KT 0.383)
• Validation accuracy: 0.49038461538461536 (KT 0.309)
• Test accuracy: 0.3008849557522124 (KT 0.521)