Unlock the Power of Open Source! The " Linux New " SWAYAM Plus Course is live now and about 2,500 learners have already registered for it.

If you are a registered learner, the forum page is now active. Visit the page and get all your questions answered.

Linear Discriminant Analysis in R - English

This is a sample video. To access the full content,
please Login

716 visits

  1. Report Missing Component
  2. Post your Question on the Forum
Outline:
Linear Discriminant Analysis (LDA).
Applications of LDA.
Assumptions of LDA.
Limitations of LDA.
Implementation of LDA on Raisin Dataset.
Understanding outputs of the LDA output.
Cross validation using train-test split.
Accuracy/Confusion matrix.
Visualization of confusion matrix.
Visualization of LDA separator in 2D data.
Width:1044 Height:784
Duration:00:14:25 Size:11.5 MB

Show video info

Pre-requisite

Introduction to Machine Learning in R

  Assignment

Code files

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

Script

Slides

  • Slides-LDA/
  • Slides-LDA/st-logo-new.png
  • Slides-LDA/fossee-logo.png
  • Slides-LDA/LDA.tex
  • Slides-LDA/LDA.pdf

  Additional reading material