Round 167

Round UUID: a460284d-f97e-4097-8ecb-323340284ad7

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 BleachingEventsPerYear is Frequent and PollutionLevel is High, then the reef is Stressed.
If BiodiversityIndex is High or Very High and NearbyHealthyReef is Adjacent or Nearby, then the reef is Healthy.
If all of the above conditions are false, then the reef is Healthy.

• Inferences: 1000
• Created: 2025-03-18 00:29:26+00:00
• First inference: 2025-03-18 00:29:31+00:00
• Last inference: 2025-03-18 01:28:58+00:00
• Completed: yes
• Train accuracy: 0.421455938697318 (KT 0.375)
• Validation accuracy: 0.4807692307692308 (KT 0.318)
• Test accuracy: 0.3805309734513274 (KT 0.419)