Round 220

Round UUID: 7db32563-96f1-42f6-a10a-3e460d3e9d76

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +4 points
   - Good: +2 points
   - Fair: 0 points
   - Poor: -3 points

2. **Observation Duration:** 
   - > 6 years: +5 points
   - 4-6 years: +4 points
   - 1-4 years: +2 points
   - < 1 year: -2 points

3. **Reef Integrity Score:** 
   - Excellent: +5 points
   - Good: +3 points
   - Moderate: +1 point
   - Poor or Very Poor: -5 points

4. **Pollution Level:** 
   - Low: +5 points
   - Moderate: +2 points
   - High: -4 points
   - Critical: -6 points

5. **Predator Activity Level:** 
   - None: +5 points
   - Very Low: +3 points
   - Low: +1 point
   - Moderate: -2 points
   - High or Severe: -6 points

6. **Biodiversity Index:** 
   - High: +5 points
   - Medium: +2 points
   - Low: -4 points

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +7 points
   - Absent: -6 points

8. **Previous Stress Incidents:** 
   - None: +7 points
   - Minor: +4 points
   - Moderate: -2 points
   - Major: -6 points

Calculate the total score. If the score is 20 or higher, classify the reef as 'Healthy.' If the score is less than 20, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 14:48:17+00:00
• First inference: 2025-03-17 14:48:23+00:00
• Last inference: 2025-03-17 16:07:07+00:00
• Completed: yes
• Train accuracy: 0.438058748403576 (KT 0.358)
• Validation accuracy: 0.47115384615384615 (KT 0.327)
• Test accuracy: 0.3185840707964602 (KT 0.497)