ML metrics: Decode performance

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References

1. Çorbacıoğlu, Ş. K., & Aksel, G. (2023). Receiver operating characteristic curve analysis in diagnostic accuracy studies: A guide to interpreting the area under the curve value. Turkish Journal of Emergency Medicine, 23(4), 195–198.

2. Zhen, J., Li, J., Liao, F., et al. (2024). Development and validation of machine learning models for young-onset colorectal cancer risk stratification. npj Precision Oncology, 8, 239.

3. https://www.analyticsvidhya.com/blog/2019/08/11-important-model-evaluation-error-metrics/

Created with curiosity, this content is part of my ongoing learning. While I try to keep it current, some details may be simplified. Always good to explore further and cross-check with other sources!