Effect of increase/decrease of AIC and SC values in Logistic regression

regression
logistic_regression

#1

Hi,

While studying logistic regression and I read that the AIC and SC values for the model are lesser the better. I wanted to ask what would we infer if our new model has one of AIC or SC smaller than previous model and the other bigger? What would we consider in both the cases in our new model->

  1. AIC decreases and SC increases
  2. AIC increases and SC decreases

Thank you.