Round 178

Round UUID: 5bd6dc58-5764-4152-b4ef-75ca889017ac

Prompt:

Using the following data points for reef health assessment, classify each reef as either 'Stressed' or 'Healthy'. Consider all metrics simultaneously with equal importance: pollution levels, frequency of bleaching events, water quality (including flow and clarity), biodiversity index, presence of invasive species, acoustic intensity, previous stress incidents, reef age and resilience, and isolation from healthy reefs. If multiple negative indicators are present (e.g., high pollution AND frequent bleaching OR low biodiversity AND invasive species), classify as 'Stressed'. Classify as 'Healthy' only if the majority of metrics indicate positive conditions with no critical stressors present. Provide your classification based on this holistic evaluation.

• Inferences: 1000
• Created: 2025-04-13 19:29:33+00:00
• First inference: 2025-04-13 19:29:37+00:00
• Last inference: 2025-04-13 20:26:13+00:00
• Completed: yes
• Train accuracy: 0.2988505747126437 (KT 0.524)
• Validation accuracy: 0.4326923076923077 (KT 0.364)
• Test accuracy: 0.22123893805309736 (KT 0.655)