Machine learning
TBD
Statistical learning¶
Assessing model fit¶
Training MSE and test MSE:
- TBD
Bias-variance tradeoff¶
General characterization¶
\[\begin{equation}
f(\cdot) = \arg \min_{f \in \mathcal{F}} \frac{1}{n}\sum_{i=1}^{n}\left\{y_i-f(x_i) \right\}^2
\end{equation}\]
where \(\mathcal{F}\) is a class of functions under consideration.