Round UUID: b27e9e9f-ed68-4963-9a4e-1c8a1fdb82a7
Prompt:
Based on the provided Entity Data for a coral reef, classify its status as either 'Healthy' or 'Stressed'. Apply the following rules in order. If any rule matches, classify the reef as 'Stressed'. If none of the rules match, classify the reef as 'Healthy'.
Rules for 'Stressed' Classification:
1. IF `PollutionLevel` is 'Critical' AND (`ReefIntegrityScore` NOT IN ('Excellent', 'Good') OR `BiodiversityIndex` NOT IN ('Very High', 'High')), THEN predict 'Stressed'.
2. IF (`ReefIntegrityScore` is 'Poor' OR `ReefIntegrityScore` is 'Very Poor') AND `PollutionLevel` IN ('High', 'Critical'), THEN predict 'Stressed'.
3. IF `PredatorActivityLevel` IN ('Severe', 'Extreme', 'Catastrophic'), THEN predict 'Stressed'.
4. IF `BleachingEventsPerYear` is 'Constant' AND `PollutionLevel` is 'High' AND `ReefIntegrityScore` NOT IN ('Excellent', 'Good'), THEN predict 'Stressed'.
5. IF `BleachingEventsPerYear` is 'Constant' AND `CurrentFlowQuality` is 'Poor', THEN predict 'Stressed'.
6. IF `PollutionLevel` is 'Critical' AND `BleachingEventsPerYear` is 'Constant', THEN predict 'Stressed'.
7. IF `BleachingEventsPerYear` is 'Frequent' AND `PollutionLevel` is 'High' AND `ReefIntegrityScore` NOT IN ('Excellent', 'Good'), THEN predict 'Stressed'.
8. IF `CurrentFlowQuality` is 'Poor' AND `PollutionLevel` is 'High' AND `ReefIntegrityScore` NOT IN ('Excellent', 'Good'), THEN predict 'Stressed'.
9. IF `BleachingEventsPerYear` is 'Constant' AND `PollutionLevel` is 'Moderate' AND (`BiodiversityIndex` IN ('Low', 'Medium') OR `ReefIntegrityScore` NOT IN ('Excellent', 'Good')), THEN predict 'Stressed'.
10. IF `CurrentFlowQuality` is 'Poor' AND `BleachingEventsPerYear` is 'Frequent', THEN predict 'Stressed'.
11. IF `CurrentFlowQuality` is 'Poor' AND `PreviousStressIncidents` IN ('Minor', 'Moderate', 'Major'), THEN predict 'Stressed'.
12. IF `BiodiversityIndex` is 'Low' AND (`PredatorActivityLevel` is 'Severe' OR `PredatorActivityLevel` is 'Catastrophic'), THEN predict 'Stressed'.
13. IF `BiodiversityIndex` is 'Low' AND `PollutionLevel` is 'High' AND `AlgalCoverage` NOT IN ('Minimal', 'Sparse'), THEN predict 'Stressed'.
14. IF `BiodiversityIndex` is 'Medium' AND `PollutionLevel` is 'High' AND (`ReefIntegrityScore` IS 'Poor' OR `ReefIntegrityScore` IS 'Very Poor'), THEN predict 'Stressed'.
15. IF `CoralDominantType` is 'Soft' AND (`BleachingEventsPerYear` is 'Frequent' OR `CoralAgeEstimate` <= 10) AND `PollutionLevel` IN ('High', 'Critical'), THEN predict 'Stressed'.
16. IF `DistantStressIndicators` is 'Confirmed' AND `PollutionLevel` is 'Critical', THEN predict 'Stressed'.
17. IF `CurrentFlowQuality` is 'Poor' AND `CoralAgeEstimate` <= 10, THEN predict 'Stressed'.
18. IF `AlgalCoverage` IN ('Extensive', 'Heavy') AND (`PollutionLevel` IN ('Moderate', 'High', 'Critical') OR `BleachingEventsPerYear` IN ('Constant', 'Frequent')), THEN predict 'Stressed'.
Default Rule:
IF none of the above rules are met, THEN predict 'Healthy'./