Round 227

Round UUID: ed4f6fa7-64ba-4e78-a2bb-25990edfe34d

Prompt:

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

1. **Current Flow Quality:** 
   - Excellent: +10 points
   - Good: +5 points
   - Fair: 0 points
   - Poor: -15 points

2. **Observation Duration:** 
   - > 8 years: +10 points
   - 6-8 years: +7 points
   - 3-6 years: +4 points
   - < 3 years: -10 points

3. **Reef Integrity Score:** 
   - Excellent: +10 points
   - Good: +6 points
   - Moderate: +2 points
   - Poor or Very Poor: -20 points

4. **Pollution Level:** 
   - Low: +15 points
   - Moderate: +3 points
   - High: -10 points
   - Critical: -30 points

5. **Predator Activity Level:** 
   - None: +10 points
   - Very Low: +6 points
   - Low: +2 points
   - Moderate: -5 points
   - High or Severe: -30 points

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

7. **Nearby Healthy Reef Presence:** 
   - Adjacent: +15 points
   - Absent: -20 points

8. **Previous Stress Incidents:** 
   - None: +10 points
   - Minor: +6 points
   - Moderate: -3 points
   - Major: -20 points

Calculate the total score. If the total score is 70 or higher, classify the reef as 'Healthy.' If the score is less than 70, classify it as 'Stressed.'

• Inferences: 1000
• Created: 2025-03-18 00:16:57+00:00
• First inference: 2025-03-18 00:17:03+00:00
• Last inference: 2025-03-18 01:40:44+00:00
• Completed: yes
• Train accuracy: 0.31928480204342274 (KT 0.496)
• Validation accuracy: 0.40384615384615385 (KT 0.394)
• Test accuracy: 0.23008849557522124 (KT 0.638)