Which of the following is NOT a type of clustering? Answer areaHierarchical clusteringDensity-based clusteringAgglomerative clusteringDecision tree clustering
Question
Which of the following is NOT a type of clustering?
Answer area
- Hierarchical clustering
- Density-based clustering
- Agglomerative clustering
- Decision tree clustering
Solution
To identify which of the options is NOT a type of clustering, let's analyze the options provided:
-
Hierarchical clustering: This is a method of cluster analysis that seeks to build a hierarchy of clusters.
-
Density-based clustering: This approach groups together points that are closely packed together, marking as outliers points that lie alone in low-density regions.
-
Agglomerative clustering: A specific type of hierarchical clustering that starts with individual points and merges them into larger clusters.
-
Decision tree clustering: This is not a clustering method. Decision trees are used for classification and regression problems, not for clustering.
Final Answer
Decision tree clustering is NOT a type of clustering.
Similar Questions
Which of the following is NOT a type of clustering? Answer areaHierarchical clusteringDensity-based clusteringAgglomerative clusteringDecision tree clustering
Which of the following is a type of hierarchical clustering?Answer areaK-MeansDBSCANAgglomerative clusteringMean Shift
Which of the following is NOT a clustering algorithm, commonly used in Unsupervised Learning?a.Random Forestb.DBSCANc.K-Meansd.Hierarchical Clustering
Which of the following algorithms is commonly used for hierarchical clustering?Agglomerative clusteringExpectation-Maximization (EM)DBSCANK-Means
Which clustering algorithm does not require specifying the number of clusters beforehand?Hierarchical clusteringDBSCANK-MeansAgglomerative clustering
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.