Predictive power of the categorical predictors of a binary outcome

• In assessing the predictive power of the categorical predictors of a binary outcome, should logistic regression be used? In other words, how is the logistic function used to predict categorical outcomes?
• Describe the predictive power of categorical variables on binary outcomes.
• Describe the dependent variable in logistical regression.