Despite their effectiveness, Bayesian filters do have some limitations:
- False Positives: Legitimate emails can sometimes be incorrectly flagged as spam. - Initial Training: Requires a substantial amount of initial data to be effective. - Complexity: Implementing and maintaining Bayesian filters can be complex.