OmkarMetri / Instacart-Market-Basket-Analysis

Recommendation system with associative rule mining and generation
MIT License
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Customer Segmentation #2

Open maanvin opened 6 years ago

maanvin commented 6 years ago

Implementation of the basic model in our approach where we segment customers for further analysis.

OmkarMetri commented 6 years ago

Initial basic model, i.e, customer segemntation, is in process. Basically, our approach proposes two models:

  1. PCA along with K-Means
  2. Using TF-IDF as users' affinity

Work done: Reducing no of dimensions by PCA and Kmeans clustering is in process. Pending: Model 2, i.e, using TF-IDF for customer segmentation