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Lloyd's algorithm
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K-means Clustering and Validation Methods in Data Mining - Spring 2023
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- 1 Recording start
- 2 Lecture start
- 3 Announcements
- 4 k-means intro
- 5 k-means formally
- 6 Lloyd's algorithm
- 7 Lloyd's algorithm efficiency
- 8 Lloyd's algorithm other properties
- 9 Initializing centroids
- 10 k-medoids
- 11 Cluster validation
- 12 Silhouette analysis
- 13 Regularization
- 14 Rand index
- 15 Lecture ends
