Round 215

Round UUID: 32577148-fbd7-4332-adb7-5c75da653fb6

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: -2 points

2. **Observation Duration:** 
   - > 6 years: +2 points
   - 4-6 years: +1 point
   - 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: -1 point

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

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

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

7. **Nearby Healthy Reef Presence:** 
   - Adjacent or Present: +2 points
   - Absent: -2 points

8. **Previous Stress Incidents:** 
   - None: +2 points
   - Minor: +1 point
   - Moderate or Major: -3 points

Calculate the total score. If the score is 6 or higher, classify the reef as 'Healthy.' If the score is less than 6, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 08:20:01+00:00
• First inference: 2025-03-17 08:20:06+00:00
• Last inference: 2025-03-17 09:37:59+00:00
• Completed: yes
• Train accuracy: 0.6053639846743295 (KT 0.218)
• Validation accuracy: 0.6538461538461539 (KT 0.185)
• Test accuracy: 0.5398230088495575 (KT 0.268)