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Glossary: Unsupervised Learning

assigning new rows

Also written: predict, transform vs fit_transform

Placing new customers into an existing clustering by calling `predict` after `prep.transform` (never `fit_transform`, which would change the scale). Only k-means, Gaussian mixtures and UMAP can do this; hierarchical clustering, DBSCAN, HDBSCAN and t-SNE cannot.

Where the book teaches it

Related terms

k-meansscaling (standardizing)