Reindex with phpMyAdmin


I have a database which has 28 tables.

How do I reindex all the tables?

Someone suggested performing a repair to each table, but when I tried that I received an error message:
The storage engine for the table doesn’t support repair


what does “reindex” mean in this context?

what gave you the idea that you needed to do this?