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Quadratic Discriminant Analysis in R - English

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Outline:
About Quadratic Discriminant Analysis (QDA).
Comparison between QDA and LDA.
QDA of assumptions.
Applications of LDA.
Load the Data.
Cross-validation using train-test split.
Implementation of QDA in R using Raisin Dataset.
Accuracy/Confusion matrix.
Visualization of confusion matrix.
Visualization of the QDA separator.
Width:1040 Height:784
Duration:00:14:10 Size:11.8 MB

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Pre-requisite

Linear Discriminant Analysis in R

  Assignment

Code files

  • Codefiles-QDA/
  • Codefiles-QDA/Raisin.xlsx
  • Codefiles-QDA/QDA.R

Script

Slides

  • Slides-QDA/
  • Slides-QDA/fossee-logo.png
  • Slides-QDA/QDA.tex
  • Slides-QDA/st-logo.png
  • Slides-QDA/QDA.pdf

  Additional reading material