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Linear-Regression

Dataset:

The data set is AutoMPG dataset from the UCI repository.

Steps & Results:

Implmented L2-regularized regression. First 100 points are used as training data.

Fit a regression model with 90 basis function using lambda = {0;0.01;0.1;1;10;100;1000}.

Applied 10-fold cross validatoin to choose best lambda.

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