Round 216

Round UUID: 0bfbbfc6-cdbe-4f68-a4e3-9ed3d228a4d6

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +2 points
   - Good: +1 point
   - Fair: -1 point
   - Poor: -3 points

2. **Observation Duration:** 
   - > 6 years: +3 points
   - 4-6 years: +2 points
   - 1-4 years: +0 points
   - < 1 year: -1 point

3. **Reef Integrity Score:** 
   - Excellent: +3 points
   - Good: +2 points
   - Moderate: +1 point
   - Poor or Very Poor: -2 points

4. **Pollution Level:** 
   - Low: +3 points
   - Moderate: +1 point
   - High: -2 points
   - Critical: -4 points

5. **Predator Activity Level:** 
   - Very Low or None: +3 points
   - Low: +1 point
   - Moderate Low: +0 points
   - Moderate: -2 points
   - High or Severe: -4 points

6. **Biodiversity Index:** 
   - High: +3 points
   - Medium: +1 point
   - Low: -2 points

7. **Nearby Healthy Reef Presence:** 
   - Adjacent or Present: +3 points
   - Absent: -3 points

8. **Previous Stress Incidents:** 
   - None: +3 points
   - Minor: +1 point
   - Moderate or Major: -4 points

Calculate the total score. If the score is 8 or higher, classify the reef as 'Healthy.' If the score is less than 8, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 09:38:08+00:00
• First inference: 2025-03-17 09:38:16+00:00
• Last inference: 2025-03-17 10:55:04+00:00
• Completed: yes
• Train accuracy: 0.5747126436781609 (KT 0.241)
• Validation accuracy: 0.5673076923076923 (KT 0.246)
• Test accuracy: 0.49557522123893805 (KT 0.305)