See test scores and detailed information for Timberwood Middle School in Humble, TX 77346. This Texas school is located at 18450 Timber Forest Drive and is in the Humble Independent School District Saved Homes
K-Means Advantages : 1) If variables are huge, then K-Means most of the times computationally faster than hierarchical clustering, if we keep k smalls. 2) K-Means produce tighter clusters than hierarchical clustering, especially if the clusters are globular.K-Means Disadvantages : 1) Difficult to predict K-Value.2) With global cluster, it didn't work well.) K-Means produce tighter clusters than hierarchical clustering, especially if the clusters are globular. K-Means Disadvantages : 1) Difficult to predict K-Value. 2) With global cluster, it didn't work well.
Cluster Methods. 1  Nearest neighbor. 2  Furthest neighbor. 3  Group average: In this method, the distance between two clusters is calculated as the average distance between all pairs of objects in the different clusters. 4  Centroid. Median This method is identical to the Centroid method but is unweighted.