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Data Mining - Seismic Bumps

Data Mining Project - Seismic Bumps Dataset This project includes the following tasks:

  • Data Cleaning & Data Understanding
  • Classification: Decision Tree & KNN + Imbalanced Learning
  • Clustering: K-Means, DBSCAN, Hierarchical Clustering (Single Link, Complete Link, Average Link, Wards Method)
  • Pattern Mining & Association Rules with Apriori Algorithm