How to Compare and Evaluate Unsupervised Clustering Methods?

Using Python, Scikit-Learn, and Google Colab

Carla Martins
20 min readFeb 23, 2023

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Evaluating the performance of unsupervised clustering methods is difficult because there are no ground truth labels to compare the clustering results with. Remember that clustering is an unsupervised learning task, meaning that it operates on unlabeled data and tries to find structure in…

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Carla Martins

Compulsive learner. Passionate about technology. Speaks C, R, Python, SQL, Haskell, Java and LaTeX. Interested in creating solutions.