Round 196

Round UUID: 8b1d50f9-0f85-4b2e-a5a6-dbf53911fdfb

Prompt:

Add a new rule based on the mean_surface_roughness feature: If mean_surface_roughness is below a certain threshold, predict Fylaran; otherwise, predict Qtharri. This rule aims to improve the classification accuracy and reduce false positives and false negatives in the dataset based on the analysis of previous misclassifications.

• Inferences: 569
• Created: 2025-04-24 03:55:49+00:00
• First inference: 2025-04-24 03:55:54+00:00
• Last inference: 2025-04-24 04:27:06+00:00
• Completed: yes
• Train accuracy: 0.6113636363636363 (KT 0.214)
• Validation accuracy: 0.6507936507936508 (KT 0.187)
• Test accuracy: 0.5454545454545454 (KT 0.263)