Feature Clustering
Explore the use of agglomerative clustering for feature dimensionality reduction in this lesson. Learn to merge related features into clusters using scikit-learn's FeatureAgglomeration to simplify datasets while preserving essential information.
We'll cover the following...
We'll cover the following...
Chapter Goals:
- Learn how to use agglomerative clustering for feature dimensionality reduction
A. Agglomerative feature clustering
In the Data Preprocessing section, we used ...