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Recent posts tagged supervisedlearning

berkansesen • Aug 15 • in Articles • 2 min read
Handling Class Imbalance: Downsampling, SMOTE, and Beyond
A fraud detection model scores 99.5% accuracy. Sounds excellent until you check the predictions: it labels every single transaction as legitimate. With only 0.5% of transactions being fraudulent, a classifier that always says "no" is right 99.5% of ...
post-cover-24678
  • supervisedlearning
  • discriminative
2 Reactions 1 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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