Task: Implement Automatic Cluster Number Selection for K-Means Clustering

Task: Implement Automatic Cluster Number Selection for K-Means Clustering: a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that applies K-Means clustering to high-dimensional data without knowing the optimal number of clusters in advance. The script must automatically…

The task

Create a Python script that applies K-Means clustering to high-dimensional data without knowing the optimal number of clusters in advance. The script must automatically determine the best number of clusters using established methods.

Part of PrimeIntellect/Terminal-Lego-15k.