Data Warehousing and Mining (CS 625, CS 6312)

Lecture Slides

• Classification Techniques
  • Decision Tree
  • Decision Tree(New)
  • Distance Based Classifier
  • Bayesian Clssifier
  • Support Vector Machine
  • Ensemble Classification
• Clustering Techniques
  • Partitional Clustering (K-means)
  • Hierarchical Clustering
  • Density based Clustering

• Association Rule Mining
• Outlier Detection

Related Articles

• Condensed Nearest Neighbour
• Modified CNN Classifier
• Weighted KNN
• Edited KNN
• Random Forest

Assignment

• Assignment 1