The reason I would advocate using hyphens is you should do what the language (standard libraries) do. For example:

    css:
    margin-left, border-bottom (hyphenate)

    javascript:
    getElementById, documentNode (lower camel case)

    ruby:
    each_index, has_key? (underscore)