Which of the following is a type of hierarchical clustering?Answer areaK-MeansDBSCANAgglomerative clusteringMean Shift
Question
Which of the following is a type of hierarchical clustering?
Answer area
- K-Means
- DBSCAN
- Agglomerative clustering
- Mean Shift
Solution
The type of hierarchical clustering among the options provided is Agglomerative clustering.
Explanation:
- K-Means: This is a partitioning method, not hierarchical.
- DBSCAN: This stands for Density-Based Spatial Clustering of Applications with Noise, and is also not hierarchical.
- Agglomerative Clustering: This is indeed a hierarchical clustering method which starts with individual points and merges them into clusters.
- Mean Shift: This is a clustering technique but not a hierarchical one.
Final Answer
Agglomerative clustering is a type of hierarchical clustering.
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