Hierarchical Clustering in R - English

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Outline:
Hierarchical Clustering in R

About hierarchical clustering.
Types of hierarchical clustering.
About dendrogram.
Advantages of hierarchical clustering.
Types of linkage.
Applications of hierarchical clustering.
Hierarchical clustering on iris data set.
Use the ggplot2 package to plot the results. 
Use the cutree() command to cut the dendrogram.
Tabulate the results.
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Duration:00:09:35 Size:4.8 MB

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Pre-requisite

K-Means Clustering in R

  Assignment

Code files

  • Code-Files-Hierarchical-clustering/
  • Code-Files-Hierarchical-clustering/HClust.R

Script

Slides

  • Slides-Hierarchical-clustering/
  • Slides-Hierarchical-clustering/Hierarchical Clustering.tex
  • Slides-Hierarchical-clustering/St-logo.png
  • Slides-Hierarchical-clustering/Hierarchical Clustering.pdf
  • Slides-Hierarchical-clustering/fossee-logo.png