/Dataset-Miner

A datamining project for mining datasets using datamining methods made from scratch

Primary LanguageJupyter Notebook

Dataset-Miner

A datamining software for a university project for mining datasets using datamining methods made from scratch. This software enbales you by using the GUI to :

  • Analyse your data
  • Visualize your data
  • Preprocess your data
  • Frequent item set mining and association rule learning with the Apriori algorithm made from scratch
  • Classification using either Decision trees or Random Forest both made from scrath
  • Clustering using either DBSCAN (density-based spatial clustering of applications with noise) or AGNES ((Agglomerative Nesting)) both made from scrath