Java: Data Science Made Easy

Clustering for supervised learning

Like dimensionality reduction, clustering can also be useful for supervised learning.

We will talk about the following cases:

• Clustering as a feature engineering technique for creating extra features
• Clustering as a dimensionality reduction technique
• Clustering as a simple classification or regression method