Round 217

Round UUID: b2fb2169-54ff-4983-a261-69fe647ed2a1

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: 0 points
   - 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: +4 points
   - Good: +3 points
   - Moderate: +1 point
   - Poor or Very Poor: -3 points

4. **Pollution Level:** 
   - Low: +4 points
   - Moderate: +2 points
   - High: -2 points
   - Critical: -5 points

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

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

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +4 points
   - Absent: -4 points

8. **Previous Stress Incidents:** 
   - None: +4 points
   - Minor: +2 points
   - Moderate: -3 points
   - Major: -5 points

Calculate the total score. If the score is 12 or higher, classify the reef as 'Healthy.' If the score is less than 12, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 10:55:13+00:00
• First inference: 2025-03-17 10:55:20+00:00
• Last inference: 2025-03-17 12:10:56+00:00
• Completed: yes
• Train accuracy: 0.45721583652618136 (KT 0.340)
• Validation accuracy: 0.47115384615384615 (KT 0.327)
• Test accuracy: 0.35398230088495575 (KT 0.451)