Round 332

Round UUID: 7d28093d-2b0f-4a4c-a436-56e62432f8a3

Prompt:

Analyze the provided reef data and classify it as either 'Stressed' or 'Healthy'. Prioritize identifying stressed reefs. Consider the following factors, giving higher weight to indicators of stress: 

*   **Reef Integrity:** Very Poor or Moderate reef integrity scores are strong indicators of stress.
*   **Acoustic Intensity:** High acoustic intensity (above 500) suggests stress.
*   **Bleaching:** Constant bleaching events are a strong indicator of stress.
*   **Pollution:** High pollution levels are a strong indicator of stress.
*   **Distant Stress Indicators:** Confirmed distant stress indicators are a strong indicator of stress.
*   **Combination of Factors:** A combination of multiple negative indicators (e.g., moderate reef integrity, high acoustic intensity, and constant bleaching) should strongly suggest a stressed reef.

Based on these factors, provide a classification of 'Stressed' or 'Healthy' for each reef.

• Inferences: 1000
• Created: 2025-03-22 23:05:58+00:00
• First inference: 2025-03-22 23:06:02+00:00
• Last inference: 2025-03-22 23:58:58+00:00
• Completed: yes
• Train accuracy: 0.3128991060025543 (KT 0.504)
• Validation accuracy: 0.4230769230769231 (KT 0.374)
• Test accuracy: 0.24778761061946902 (KT 0.605)