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Library/ Machine Learning (Supervised + Unsupervised)/ Unsupervised Learning by Building (one technique, two mini projects)/ U06 · Build: Evaluation, Industry Projects & Presentation

subtopic

Evaluate unsupervised results fairly

10 min applied10 min research1 curated resources

One summary per topic: internal metrics, stability, label-based checks where possible, and business review. Concepts: Internal metrics; stability; hidden-label evaluation; business validation Project A: Segments (U02), behaviour map (U03), fraud detector (U04), rules (U05). Project B: Day types (U02), digits map (U03), load anomalies (U04).

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Evaluate unsupervised results fairly · 1x1labs.ai