Data Science, Machine Learning, Linear Models, Regression, Python.
same scale as our raw y-values. Using the log-scale example, if we wanted to get the real values we care about (revert back from log-scale) — we would run our predictions through an exponential function. The Unit Deviance and Loss Function The distribution your data follows really impacts the loss