Round 214

Round UUID: bc09b0d1-e130-4659-9596-0a4743e5d1da

Prompt:

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

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

2. **Observation Duration:** 
   - > 6 years: +1 point
   - 4-6 years: 0 points
   - < 4 years: -1 point

3. **Reef Integrity Score:** 
   - Excellent: +2 points
   - Good: +1 point
   - Moderate: 0 points
   - Poor or Very Poor: -1 point

4. **Pollution Level:** 
   - Low: +1 point
   - Moderate: 0 points
   - High or Critical: -2 points

5. **Predator Activity Level:** 
   - Very Low or None: +1 point
   - Low: 0 points
   - Moderate Low: -1 point
   - Moderate or higher: -2 points

6. **Biodiversity Index:** 
   - High: +1 point
   - Medium: 0 points
   - Low: -1 point

7. **Nearby Healthy Reef Presence:** 
   - Adjacent or Present: +1 point
   - Absent: -1 point

8. **Previous Stress Incidents:** 
   - None: +1 point
   - Minor: 0 points
   - Moderate or Major: -1 point

Calculate the total score. If the score is 3 or higher, classify the reef as 'Healthy.' If the score is less than 3, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-17 07:03:22+00:00
• First inference: 2025-03-17 07:03:27+00:00
• Last inference: 2025-03-17 08:19:49+00:00
• Completed: yes
• Train accuracy: 0.41507024265644954 (KT 0.382)
• Validation accuracy: 0.4326923076923077 (KT 0.364)
• Test accuracy: 0.3185840707964602 (KT 0.497)