https://github.com/dsdatsme/ml-ex5

https://github.com/dsdatsme/ml-ex5

Last synced: 9 days ago
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• Host: GitHub
• URL: https://github.com/dsdatsme/ml-ex5
• Owner: DSdatsme
• Created: 2017-08-19T10:37:59.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-08-28T19:26:27.000Z (over 7 years ago)
• Last Synced: 2024-12-19T15:25:11.193Z (2 months ago)
• Language: Matlab
• Size: 214 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ML-EX5

Machine learning exercise 5

## Regularized Linear Regression and Bias v.s. Variance

### Part 1: Regularized Linear Regression

Implementing regularized linear regression

to predict the amount of water flowing out of a dam using the change of water level in a reservoir.

### Part 2: Bias-variance

Implementing code to generate the learning curves that will be useful in debugging learning algorithms.

ie finding out the bias vaiance relation between training dataset and cross-validation dataset.