K-Means Cluster Analysis

Graphical Display of Clustering Results

  • If you have chosen to map the assigned clusters to the source worksheet (row) object markers, you can visualize the clusters by the object marker properties using an appropriate Aabel chart.
  • The image below shows how well K-means clustering can distinguish the inter-object similarities in a multidimensional space.
An Example of Grouping Data Objects by K-Means Clustering

Three Groups of Sediments Differentiated by K-Means Clustering Analysis of Wireline Log Data From a Given Well, Compared to Known Sediment Types and Facies Changes

Graphical Representation of K-Means Clustering