Round 391

Round UUID: 8bb5db9c-8ea7-4b07-a289-7d7864df0dea

Prompt:

If ReefIntegrityScore is Poor or Very Poor, then the reef is Stressed.
If BleachingEventsPerYear is Constant or Frequent, then the reef is Stressed.
If PollutionLevel is Critical or High, then the reef is Stressed.
If PredatorActivityLevel is Severe or Catastrophic, then the reef is Stressed.
If BiodiversityIndex is Low, then the reef is Stressed.
If ObservationDuration is less than 60 and AlgalCoverage is Heavy or Extensive, then the reef is Stressed.
If PollutionLevel is Moderate or High and AlgalCoverage is Heavy or Extensive, then the reef is Stressed.
If ReefIntegrityScore is Moderate and BleachingEventsPerYear is Frequent, then the reef is Stressed.
If ReefIntegrityScore is Good, then the reef is Healthy.
If BiodiversityIndex is High or Very High and NearbyHealthyReef is Adjacent or Nearby and PollutionLevel is Low or Moderate and ReefAverageAge is greater than 30, then the reef is Healthy.
If all of the above conditions are false, then the reef is Healthy.

• Inferences: 1000
• Created: 2025-08-02 09:29:49.682333+00:00
• First inference: 2025-08-02 09:29:56.452897+00:00
• Last inference: 2025-08-02 10:00:48.808188+00:00
• Completed: yes
• Train accuracy: 0.41379310344827586 (KT 0.383)
• Validation accuracy: 0.4807692307692308 (KT 0.318)
• Test accuracy: 0.336283185840708 (KT 0.473)