Save in the hash table file using the Dictionary class is incorrect because the Dictionary class does not provide any built-in methods for persistent storage of key-value pairs. The other options are valid methods for saving local data in an Android application: using PreferencesActivity to save preferences in an XML file, saving files directly in the local file system, and using SQLite for database storage.