Investigating ROC/AUC

Executive Summary ROC and AUC are terms that often come up in machine learning, in relation to evaluating models. In this post, I try examine what ROC curves actually are, how they are calculated, what is a threshold in ROC curve, and how it impacts the classification if you change it. The results show that […]

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PoW vs PoS. Whut?

Recently I have tried to understand blockchains and how they actually work. It seems the internet is full of high-level descriptions that always stop before actually explaining how the different blockchain variants really work. What is proof-of-work in practice, and what does proof-of-stake actually mean? What actually happens when you deploy a blockchain node in […]

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