<aside>
💡 TSS = ESS + RSS
</aside>
MAE: Mean Absolute Error
MSE: Mean Squared Error
RMSE: Root Mean Squared Error
Residual Sum of Squares (RSS):
Total Sum of Squares (TSS):
ESS: Explained Sum of Squares
R-squared
Adjusted R-squared
Mallow Cp
AIC
BIC
$$
l(\beta_0, \beta_1, ..., \beta_p) = \sum_{i=1}^{n} \left( y_i \log \left( p(x_i ) \right) + (1 - y_i) \log \left( 1 - p(x_i) \right) \right)
$$