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Linear Discriminant Analysis in R - English

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Outline:
Linear Discriminant Analysis

About Linear Discriminant Analysis.
About the applications of LDA.
About the assumptions of LDA.
Robustness of LDA.
Implementation of LDA on the iris dataset.
Understanding various parameters of LDA output.
Testing the model using train-test split.
Evaluating the accuracy of the model using confusion matrix.
Plotting the results of LDA.
Visualising how different classes are separated.
Width:890 Height:658
Duration:00:10:11 Size:4.7 MB

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Pre-requisite

Data Cleaning using R

  Assignment

Code files

  • Code-files-Linear-Discriminant-Analysis/
  • Code-files-Linear-Discriminant-Analysis/LDA.R

Script

Slides

  • Slides-Linear Discriminant Analysis in R/
  • Slides-Linear Discriminant Analysis in R/Linear Discriminant Analysis in R.tex
  • Slides-Linear Discriminant Analysis in R/St-logo.png
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  • Slides-Linear Discriminant Analysis in R/Linear Discriminant Analysis in R.pdf