K-Means Clustering in R - English

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Outline:
K-Means Clustering in R. 

About k-means Clustering.
Benefits of k-means Clustering.
Applications of k-means Clustering.
Optimisation of k-means Clustering.
k-means Clustering on iris data set.
About k-means++ algorithm.
Tuning a k-means Clustering model.
Use LICORS package to create k-means++ models. 
Create 3 k-means++ models and compare their results.
Tabulate the results of the model.
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Duration:00:08:37 Size:4.1 MB

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Pre-requisite

Logistic Regression using R

  Assignment

Code files

  • Code-files-k-means-clustering/
  • Code-files-k-means-clustering/K-Means.R

Script

Slides

  • Slides-k-means-clustering/
  • Slides-k-means-clustering/K Means Clustering.tex
  • Slides-k-means-clustering/fossee-logo.png
  • Slides-k-means-clustering/K Means Clustering.pdf
  • Slides-k-means-clustering/St-logo.png