Round 173

Round UUID: 4bf2e8aa-96fa-4a30-91f0-2d16653cbe56

Prompt:

If PollutionLevel is Critical or High, the reef is Stressed.
If PredatorActivityLevel is Severe, the reef is Stressed.
If ReefIntegrityScore is Very Poor or Poor, the reef is Stressed.
If AlgalCoverage is Extensive and PollutionLevel is High or Critical, the reef is Stressed.
If ReefIntegrityScore is Excellent or Good, and PollutionLevel is Low, and BiodiversityIndex is High or Very High and BleachingEventsPerYear is Rare or None and CurrentFlowQuality is Good or Excellent, the reef is Healthy.
If ReefIntegrityScore is Excellent or Good, and PollutionLevel is Moderate and AlgalCoverage is Minimal, the reef is Healthy.
If ReefIntegrityScore is Moderate and PollutionLevel is Moderate and AlgalCoverage is Extensive, the reef is Stressed.
If PredatorActivityLevel is None or Low and ReefIntegrityScore is Moderate or Excellent and PollutionLevel is Low or Moderate and BiodiversityIndex is Medium or High, the reef is Healthy.
Otherwise, the reef is Stressed.

• Inferences: 1000
• Created: 2025-03-17 22:29:19+00:00
• First inference: 2025-03-17 22:29:23+00:00
• Last inference: 2025-03-17 23:19:09+00:00
• Completed: yes
• Train accuracy: 0.3793103448275862 (KT 0.421)
• Validation accuracy: 0.47115384615384615 (KT 0.327)
• Test accuracy: 0.35398230088495575 (KT 0.451)