Interactive Data Generation

Click the button below to generate 20 synthetic observations based on the formula.

Generate data above to see polynomial fits.

Generate data above to see model complexity analysis.

For which value of the model degree $m$ is the generalization performance best?

Generate data above to see parameter magnitude table.

Generate data above to see regularization analysis.

For which value of the regularization coefficient $\lambda$ is the generalization performance best?