https://github.com/halaway/personal-website

https://github.com/halaway/personal-website

Last synced: 10 months ago
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• Host: GitHub
• URL: https://github.com/halaway/personal-website
• Owner: halaway
• Created: 2023-10-25T15:44:32.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-05T12:25:18.000Z (over 2 years ago)
• Last Synced: 2025-01-24T20:41:32.635Z (over 1 year ago)
• Language: JavaScript
• Size: 19.4 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Machine Learning Models: 

### Spark With LinearSVC and RandomForest

This project is essentially contained within the ML Class, where different methods

are used for instantiating, fitting, and plotting the model along with their performance

metrics. 

# General Use

The main file contains a few lines of code that create an ML Class depending on 

the model type: LinearSVC or RandomForest.

A class is created like: 

  - support_svc = ML('file/path/project3.csv')

  - support_svc.feature_selection()

  - ...

### Note

Dealing with Support Vector Machines doesn't usually allow for plotting ROC curves 

since they don't often predict probabilities(I think )