Round 225

Round UUID: cc9af08b-3e01-47f7-b6e6-af030d5295e4

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +8 points
   - Good: +5 points
   - Fair: +1 point
   - Poor: -8 points

2. **Observation Duration:** 
   - > 6 years: +10 points
   - 4-6 years: +6 points
   - 1-4 years: +4 points
   - < 1 year: -8 points

3. **Reef Integrity Score:** 
   - Excellent: +10 points
   - Good: +6 points
   - Moderate: +2 points
   - Poor or Very Poor: -10 points

4. **Pollution Level:** 
   - Low: +10 points
   - Moderate: +3 points
   - High: -10 points
   - Critical: -20 points

5. **Predator Activity Level:** 
   - None: +10 points
   - Very Low: +5 points
   - Low: +0 points
   - Moderate: -6 points
   - High or Severe: -20 points

6. **Biodiversity Index:** 
   - High: +10 points
   - Medium: +5 points
   - Low: -15 points

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +10 points
   - Absent: -15 points

8. **Previous Stress Incidents:** 
   - None: +10 points
   - Minor: +4 points
   - Moderate: -2 points
   - Major: -10 points

Calculate the total score. If the total score is 60 or higher, classify the reef as 'Healthy.' If the score is less than 60, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 21:35:09+00:00
• First inference: 2025-03-17 21:35:17+00:00
• Last inference: 2025-03-17 22:54:21+00:00
• Completed: yes
• Train accuracy: 0.3065134099616858 (KT 0.513)
• Validation accuracy: 0.40384615384615385 (KT 0.394)
• Test accuracy: 0.22123893805309736 (KT 0.655)