machine-learning
Statistical and model-based anomaly detection
taught
Isolation Forest, One-Class SVM, and Local Outlier Factor -- three genuinely different ways to flag what does not fit.
Taught in
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Statistical and model-based anomaly detection
Modern Machine Learning
Requires
- dbscan required
Required by
Nothing in the catalog needs this yet.
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Local knowledge map
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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.