Machine Learning, Data Science, Healthcare, Biology.
ideal number of clusters for our k-means model can be done by measuring the sum of the squared distances to the nearest cluster center aka inertia. Much like the scree plot in fig. 1 for PCA, the k-means scree plot below indicates the percentage of variance explained, but in slightly different