Round 228

Round UUID: 26ff3fcc-ea2e-437c-9c2d-1977c5b29a70

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +10 points  
   - Good: +5 points  
   - Fair: 0 points  
   - Poor: -20 points  

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

3. **Reef Integrity Score:** 
   - Excellent: +10 points  
   - Good: +5 points  
   - Moderate: +2 points  
   - Poor or Very Poor: -30 points  

4. **Pollution Level:** 
   - Low: +10 points  
   - Moderate: +5 points  
   - High: -15 points  
   - Critical: -40 points  

5. **Predator Activity Level:** 
   - None: +10 points  
   - Very Low: +5 points  
   - Low: +0 points  
   - Moderate: -10 points  
   - High or Severe: -40 points  

6. **Biodiversity Index:** 
   - High: +10 points  
   - Medium: +3 points  
   - Low: -20 points  

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +10 points  
   - Absent: -30 points  

8. **Previous Stress Incidents:** 
   - None: +10 points  
   - Minor: +5 points  
   - Moderate: -5 points  
   - Major: -30 points  

Calculate the total score. If the total score is 80 or higher, classify the reef as 'Healthy.' If the score is less than 80, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 01:40:54+00:00
• First inference: 2025-03-18 01:40:59+00:00
• Last inference: 2025-03-18 03:01:30+00:00
• Completed: yes
• Train accuracy: 0.3090676883780332 (KT 0.510)
• Validation accuracy: 0.40384615384615385 (KT 0.394)
• Test accuracy: 0.23893805309734514 (KT 0.621)