https://github.com/neonwatty/pca_classification_demo

PCA dimension reduction and classification don't play well together.
https://github.com/neonwatty/pca_classification_demo

classification jupyter-notebook machine-learning pca principal-component-analysis

Last synced: 17 days ago
JSON representation

PCA dimension reduction and classification don't play well together.

• Host: GitHub
• URL: https://github.com/neonwatty/pca_classification_demo
• Owner: neonwatty
• Created: 2019-04-20T15:37:03.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-04-20T17:43:44.000Z (over 5 years ago)
• Last Synced: 2024-10-10T19:15:50.275Z (about 1 month ago)
• Topics: classification, jupyter-notebook, machine-learning, pca, principal-component-analysis
• Language: Jupyter Notebook
• Homepage:
• Size: 450 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# PCA dimension reduction and classification don't play well with each other

This repo contains a short animation example in Jupyter notebook form that illustrates why PCA dimension reduction can mess up classification problems.