Logistic Regression, Categorical Data, Regression Analysis, Data Science, Predictive Modeling.
goodness-of-fit of the model to the data. With least squares (the only loss function we have used thus far), we minimize SSres, the sum of squares residual. This also happens to maximize SSreg, the sum of squares due to regression. With linear or curvilinear models, there is a mathematical solution