The difference between featured phone and smart phone

What's the main difference between a featured phone and a smart phone? The answer lies in that smart phone is expandable while featured phone comes basically as is, i.e., you can't really expand the use of the phone beyond its featured functions.

For example, you are able to install additional video players that can support other video formats than the default video player on the smart phone while you can't do that for featured phone.