I am developing a k-means clustering algorithm, and I have obtained the ideal number of clusters based on the elbow method. However, despite the fact that the error diminishes a lot with the number of clusters, when it stabilizes the SSE value is still in the order of 2x10^+6. Is this acceptable? I can't seem to find any information on this.
Thank you in advance!