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| author | TheSiahxyz <164138827+TheSiahxyz@users.noreply.github.com> | 2024-04-29 22:06:12 -0400 |
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| committer | TheSiahxyz <164138827+TheSiahxyz@users.noreply.github.com> | 2024-04-29 22:06:12 -0400 |
| commit | 4d53fa14ee0cd615444aca6f6ba176e0ccc1b5be (patch) | |
| tree | 4d9f0527d9e6db4f92736ead0aa9bb3f840a0f89 /SI/Resource/Data Science/Machine Learning/Contents/Linear Regression.md | |
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diff --git a/SI/Resource/Data Science/Machine Learning/Contents/Linear Regression.md b/SI/Resource/Data Science/Machine Learning/Contents/Linear Regression.md new file mode 100644 index 0000000..fdd175c --- /dev/null +++ b/SI/Resource/Data Science/Machine Learning/Contents/Linear Regression.md @@ -0,0 +1,26 @@ +--- +id: 2023-12-17 +aliases: December 17, 2023 +tags: +- link-note +- Data-Science +- Machine-Learning +- Linear-Regression +--- + +# Linear Regression + +## Simple Linear Regression + +- A model has one feature of data +- $y = w_0 + w_1*x$ + +## Multiple Linear Regression + +- A model has several features of data +- $y = w_0 + w_1*x + \dots + w_D*x_D$ + +## Polynomial Regression + +- A model has increased degrees of features +- $y = w_0 + w_1*x + w_2*x^2 + w_m*x^m$
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