How to get FxCop to take into account SuppressMessage attributes in your code

Every so often, I forget that non-team editions of Visual Studio do not define the CODE_ANALYSIS constant by default.  If you are wondering why FxCop seems to be ignoring your SuppressMessage attributes in your source code, this is probably the reason why.  See FAQ: Why does FxCop ignore my in-code (SuppressMessageAttribute) suppressions? [David Kean] for more information on this topic.