I am working on implementing k-Prototype clustering in Python. The data frame shape is (1870995, 28). I have set kproto = KPrototypes(n_clusters=3, verbose=2,max_iter=20). However, the initialization keeps repeating "initializing centroids" and "initializing clusters" and doesn't start iteration steps.
- Is my data frame is too big ?
- Should this be expected and I should wait for it to run ?
Here is the printed output :
Initialization method and algorithm are deterministic. Setting n_init to 1.
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters
Init: initializing centroids
Init: initializing clusters