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Rebeauty Atlas는 AI·디자인·마케팅·경제·의료 등 다양한 주제의 Medium 아티클을 수집해 태그·트랙·위키·인사이트로 탐색할 수 있게 정리한 리서치 아카이브입니다.

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Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

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AI

Understanding the trade-offs between precision, recall, and classification thresholds.

Apr 06, 2026 · 5 min read · 9 claps #confusion-matrix #fpr #tpr

In Part 17, we explored the Precision–Recall curve and learned that there is no single threshold that perfectly optimizes both precision…

Mar 08, 2026 · 5 min read · 0 claps #roc-curve #area-under-the-curve #sensitivity

GEN

When you walk down the aisle to buy a new air filter for your HVAC system, the alphabet soup of ratings can be overwhelming. You’ll see…

Nov 06, 2025 · 6 min read · 0 claps #merv #fpr #ac-filter

HUM AI

I have been building a model recently and found some meaningful insights which i always wanted them to be handy.

Apr 10, 2025 · 3 min read · 50 claps #machine-learning-ai #ml-model-evaluation #accuracy-and-precision

HUM AI

Supervised learning can be classified into two: Regression and Classification. Regression involves predicting a continuous value and…

Aug 01, 2023 · 7 min read · 1 claps #logistic-regression #roc #auc

AI

A receiver operating characteristic curve, or ROC curve, is a graphical plot that shows the behaviour of a classifier. It was originated in…

Sep 04, 2021 · 4 min read · 2 claps #roc #auc #classification-models

AI

Hello, all this is episode 2 of “All About Classification Model’s Accuracy “. Please visit episode 1 before going forward.

Mar 25, 2021 · 2 min read · 50 claps #classification #accuracy-and-precision #roc-curve

ECO

In the contemporary world, speed is king. Nobody likes a page that takes an eternity to load up. But when we work on data intensive…

Mar 05, 2021 · 2 min read · 32 claps #celery #task-management #task-management-software