Round 221

Round UUID: 898c00c7-ea22-4f83-9719-1aea6d22abdc

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +5 points
   - Good: +3 points
   - Fair: +0 points
   - Poor: -5 points

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

3. **Reef Integrity Score:** 
   - Excellent: +7 points
   - Good: +5 points
   - Moderate: +2 points
   - Poor or Very Poor: -6 points

4. **Pollution Level:** 
   - Low: +7 points
   - Moderate: +3 points
   - High: -5 points
   - Critical: -10 points

5. **Predator Activity Level:** 
   - None: +7 points
   - Very Low: +5 points
   - Low: +0 points
   - Moderate: -4 points
   - High or Severe: -10 points

6. **Biodiversity Index:** 
   - High: +7 points
   - Medium: +3 points
   - Low: -6 points

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +8 points
   - Absent: -8 points

8. **Previous Stress Incidents:** 
   - None: +8 points
   - Minor: +5 points
   - Moderate: -3 points
   - Major: -10 points

Calculate the total score. If the score is 30 or higher, classify the reef as 'Healthy.' If the score is less than 30, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 16:07:15+00:00
• First inference: 2025-03-17 16:07:21+00:00
• Last inference: 2025-03-17 17:23:15+00:00
• Completed: yes
• Train accuracy: 0.37037037037037035 (KT 0.431)
• Validation accuracy: 0.41346153846153844 (KT 0.383)
• Test accuracy: 0.25663716814159293 (KT 0.590)