Data Modelling
What is decentralized file sharing,blockchain glossary,ipfs,decentralized file storage,ipfs files,blockchain file sharing,ipfs blockchain,ipfs white paper,ipfs websites,ipfs download file,

What is clustering in Machine Learning?

Grouping related examples, particularly during unsupervised learning. Once all the examples are grouped, a human can optionally supply meaning to each cluster.

Many clustering algorithms exist. For example, the k-means algorithm clusters examples based on their proximity to a centroid, as in the following diagram:

A human researcher could then review the clusters and, for example, label cluster 1 as “dwarf trees” and cluster 2 as “full-size trees.”

As another example, consider a clustering algorithm based on an example’s distance from a center point, illustrated as follows:

 

Data Science PR

Add comment

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Follow us

Don't be shy, get in touch. We love meeting interesting people and making new friends.