Round 96

Round UUID: 6ead1b20-fb61-492f-ab57-b104307286d5

Prompt:

Predict whether a coral reef is "Healthy" or "Stressed" based on the following rules:

A reef should be classified as "Stressed" if ANY of these conditions are met:

1. ReefIntegrityScore is "Poor" OR "Very Poor"

2. CoralAgeEstimate is less than or equal to 11 years AND ReefAverageAge is less than 30 years

3. ObservationDuration is greater than 100 days

4. CurrentFlowQuality is "Poor" AND ReefIntegrityScore is "Moderate" or worse

5. PredatorActivityLevel is "High" OR "Severe"

6. ReefAverageAge is less than 25 years AND CurrentFlowQuality is not "Excellent"

7. CoralAgeEstimate is 6 years or less

Otherwise, classify the reef as "Healthy".

When evaluating conditions:
- For ReefIntegrityScore, the order from best to worst is: Excellent > Good > Moderate > Poor > Very Poor
- For CurrentFlowQuality, the order from best to worst is: Excellent > Good > Fair > Poor
- For numeric values, use exact comparisons (e.g., "less than or equal to 11" means ≤ 11)

• Inferences: 1000
• Created: 2025-06-29 02:42:50.190787+00:00
• First inference: 2025-06-29 02:43:10.459959+00:00
• Last inference: 2025-06-29 03:57:48.481396+00:00
• Completed: yes
• Train accuracy: 0.6143039591315453 (KT 0.212)
• Validation accuracy: 0.5961538461538461 (KT 0.225)
• Test accuracy: 0.6371681415929203 (KT 0.196)