Assessing a model: Deviance, Calibration, -2 log likelihood

The performance of a logistic regression model can be described by overall model fit (deviance, Brier score, explained R2), discrimination (C index), calibration (using the intercept and slope of calibration curve, shrinkage) and clinical usefulness.