Round 176

Round UUID: 006dab47-be4f-4c70-ae06-2028899e4be9

Prompt:

Using the following data points for reef health assessment, classify each reef as either 'Stressed' or 'Healthy'. Consider these key factors with increasing importance: 1) Pollution levels (High pollution is a strong stress indicator), 2) Frequency of bleaching events (Constant bleaching suggests stress regardless of other metrics), 3) Age and resilience of the reef system (younger reefs need multiple negative indicators to show stress), 4) Presence or absence of nearby healthy reefs (isolated reefs are more vulnerable). Also consider secondary factors like water quality, biodiversity index, and previous stress incidents. Please classify each case based on these weighted criteria.

• Inferences: 1000
• Created: 2025-04-13 17:00:58+00:00
• First inference: 2025-04-13 17:01:03+00:00
• Last inference: 2025-04-13 18:02:56+00:00
• Completed: yes
• Train accuracy: 0.3218390804597701 (KT 0.492)
• Validation accuracy: 0.4423076923076923 (KT 0.354)
• Test accuracy: 0.25663716814159293 (KT 0.590)