Data Warehousing and Data Mining208110 marksK-means algorithm and limitations
List different clustering approaches. Write the algorithm of K-means algorithm. What are its limitations?
List different clustering approaches. Write the algorithm of K-means algorithm. What are its limitations?[10]
Clustering approaches can be classified into the following main categories: 1. Partitioning Methods - Divide data into k non-overlapping clusters - Examples: K-means, K-medoids, PAM (Partitioning Around Medoids) 2. Hierarchical Methods - Build a hierarchy of clusters (dendrogram) - Agglomerative ...