The error message means that Java can't find the class in question. Make sure it's on the classpath of your web app.
That said, you may run into problems later: Linux web servers often don't have an attached display so no X server is running. That will make it hard to start a browser :-) If that's the case for you, look up Google for "selenium xvnc" or "selenium headless"