Round 219

Round UUID: 1d783f16-ffdb-4a4c-ac5c-242653cd65bc

Prompt:

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

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

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

3. **Reef Integrity Score:** 
   - Excellent: +4 points
   - Good: +2 points
   - Moderate: +1 point
   - Poor or Very Poor: -4 points

4. **Pollution Level:** 
   - Low: +4 points
   - Moderate: +1 point
   - High: -4 points
   - Critical: -6 points

5. **Predator Activity Level:** 
   - None: +4 points
   - Very Low: +2 points
   - Low: +0 points
   - Moderate: -3 points
   - High or Severe: -6 points

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

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +5 points
   - Absent: -6 points

8. **Previous Stress Incidents:** 
   - None: +5 points
   - Minor: +3 points
   - Moderate: -3 points
   - Major: -6 points

Calculate the total score. If the score is 17 or higher, classify the reef as 'Healthy.' If the score is less than 17, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 13:28:57+00:00
• First inference: 2025-03-17 13:29:03+00:00
• Last inference: 2025-03-17 14:48:07+00:00
• Completed: yes
• Train accuracy: 0.3550446998722861 (KT 0.450)
• Validation accuracy: 0.4326923076923077 (KT 0.364)
• Test accuracy: 0.26548672566371684 (KT 0.576)