Data Science, Glm, Statistics, Modeling, Machine Learning.
adding a predictor reduce the deviance, however, if we want to compare two non-nested models, deviance can’t be used because adding parameters will always reduce deviance. While deviance is strictly a measure of model goodness on training data, a penalized measure of deviance called AIC and BIC are