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Related Questions
- What are the primary applications of one-class SVM in outlier detection?
- How does the local outlier factor (LOF) algorithm handle density-based outlier detection?
- What are the key differences in decision boundary creation between one-class SVM and LOF?
- Can you explain how one-class SVM handles data with varying densities?
- What are the advantages of using one-class SVM over LOF in certain outlier detection scenarios?
- How does the choice of kernel function affect the performance of one-class SVM in outlier detection?
- What are some common challenges in implementing LOF for large-scale datasets?
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