https://github.com/dsdatsme/ml-ex5
https://github.com/dsdatsme/ml-ex5
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/dsdatsme/ml-ex5
- Owner: DSdatsme
- Created: 2017-08-19T10:37:59.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2017-08-28T19:26:27.000Z (almost 8 years ago)
- Last Synced: 2025-02-12T12:55:33.303Z (4 months ago)
- Language: Matlab
- Size: 214 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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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.