Round 177

Round UUID: d0528fbe-7520-4204-9431-599d32fa0ad1

Prompt:

Based on historical data showing poor classification accuracy, please analyze reef health by considering: 1) The presence of invasive species in relation to other stress indicators like algal coverage and pollution levels. 2) How these factors interact with reef characteristics such as depth zone, coral type, and biodiversity index. Focus particularly on cases where invasive species are present but reefs show different health outcomes, to better understand what additional factors contribute to reef stress.

• Inferences: 1000
• Created: 2025-04-13 18:11:43+00:00
• First inference: 2025-04-13 18:11:49+00:00
• Last inference: 2025-04-13 19:19:19+00:00
• Completed: yes
• Train accuracy: 0.4061302681992337 (KT 0.391)
• Validation accuracy: 0.4807692307692308 (KT 0.318)
• Test accuracy: 0.3893805309734513 (KT 0.410)