Round 223

Round UUID: 53440eb4-627b-4922-b81c-6efc55098621

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +6 points
   - Good: +3 points
   - Fair: +1 point
   - Poor: -6 points

2. **Observation Duration:** 
   - > 6 years: +8 points
   - 4-6 years: +5 points
   - 1-4 years: +3 points
   - < 1 year: -5 points

3. **Reef Integrity Score:** 
   - Excellent: +7 points
   - Good: +4 points
   - Moderate: +0 points
   - Poor or Very Poor: -8 points

4. **Pollution Level:** 
   - Low: +8 points
   - Moderate: +3 points
   - High: -6 points
   - Critical: -12 points

5. **Predator Activity Level:** 
   - None: +8 points
   - Very Low: +5 points
   - Low: +1 point
   - Moderate: -3 points
   - High or Severe: -12 points

6. **Biodiversity Index:** 
   - High: +8 points
   - Medium: +5 points
   - Low: -10 points

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +8 points
   - Absent: -10 points

8. **Previous Stress Incidents:** 
   - None: +8 points
   - Minor: +4 points
   - Moderate: -2 points
   - Major: -12 points

Calculate the total score. If the total score is 40 or higher, classify the reef as 'Healthy.' If the score is less than 40, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 18:45:33+00:00
• First inference: 2025-03-17 18:45:43+00:00
• Last inference: 2025-03-17 20:08:13+00:00
• Completed: yes
• Train accuracy: 0.3231162196679438 (KT 0.490)
• Validation accuracy: 0.3942307692307692 (KT 0.404)
• Test accuracy: 0.23893805309734514 (KT 0.621)