Archives for clustering in python

26 Jul

Guide To BIRCH Clustering Algorithm(With Python Codes)

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image-24582

BIRCH clustering algorithm is provided as an alternative to MinibatchKMeans. It converts data to a tree data structure with the centroids being read off the leaf. And these centroids can be the final cluster centroid or the input for other cluster algorithms like AgglomerativeClustering.     

The post Guide To BIRCH Clustering Algorithm(With Python Codes) appeared first on Analytics India Magazine.

27 Mar

Comparison Of K-Means & Hierarchical Clustering In Customer Segmentation

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image-11369

Identification of customers based on their choices and other behaviors is an important strategy in any organization. This identification may help in approaching customers with specific offers and products. An organization with a large number of customers may experience difficulty in identifying and placing into a record each customer individually. A huge amount of data…

The post Comparison Of K-Means & Hierarchical Clustering In Customer Segmentation appeared first on Analytics India Magazine.