How to change bootstrap button style by use jQuery?

This will work for you but if want to remove multiple classes at once with jquery do as :

$("#999").removeClass("btn-warning btn-block").addClass("btn-info");

or want to add multiple classes at once then do :

$("#999").removeClass("btn-warning btn-block").addClass("btn-info btn-danger");

Read more on .addClass() and .removeClass()