Computer scienceData scienceMachine learningClusteringClustering evaluation

Introduction to clustering evaluation

Theory

The suitable metrics

Report a typo

We have the following dataset:

A scatter plot of data with noise and non-spherical potential clusters

Note the various densities, possible cluster shapes, and the presence of outliers in this dataset.

Select the metrics that will adequately reflect the clustering quality, considering this dataset. Assume the ground truth labels are available.

Select one or more options from the list
___

Create a free account to access the full topic