Round 224

Round UUID: 377a453c-e012-4578-9c59-297ba81d5bec

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +7 points
   - Good: +4 points
   - Fair: +1 point
   - Poor: -7 points

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

3. **Reef Integrity Score:** 
   - Excellent: +9 points
   - Good: +5 points
   - Moderate: +2 points
   - Poor or Very Poor: -9 points

4. **Pollution Level:** 
   - Low: +9 points
   - Moderate: +2 points
   - High: -8 points
   - Critical: -15 points

5. **Predator Activity Level:** 
   - None: +9 points
   - Very Low: +4 points
   - Low: +0 points
   - Moderate: -5 points
   - High or Severe: -15 points

6. **Biodiversity Index:** 
   - High: +9 points
   - Medium: +3 points
   - Low: -10 points

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +9 points
   - Absent: -10 points

8. **Previous Stress Incidents:** 
   - None: +9 points
   - Minor: +5 points
   - Moderate: -4 points
   - Major: -15 points

Calculate the total score. If the total score is 50 or higher, classify the reef as 'Healthy.' If the score is less than 50, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 20:08:25+00:00
• First inference: 2025-03-17 20:08:32+00:00
• Last inference: 2025-03-17 21:34:57+00:00
• Completed: yes
• Train accuracy: 0.33077905491698595 (KT 0.480)
• Validation accuracy: 0.40384615384615385 (KT 0.394)
• Test accuracy: 0.2920353982300885 (KT 0.534)