I have a question on K-means algorithm about the choice of the k value. I read to choose the correct value of k, there are 2 methods:
- The Elbow Method
- The Silhouette Method
Or the k value, can be chosen empirically without any methods?
For example, is it correct, to state k=2 since only two clusters were possible, either malignant or non-malignant?